{"meta":{"query_hash":"c95543c1c549","filters":{"venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics"},"cohort_total":51,"direct_labels_cover":0,"predictions_cover":51,"exported":51,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/c95543c1c549","api":"https://metacan.xera.ac/api/v1/cohort?venue=IEEE+Journal+of+Emerging+and+Selected+Topics+in+Industrial+Electronics"},"results":[{"id":"W3032965992","doi":"10.1109/jestie.2020.2999595","title":"DCM-Based Bridgeless PFC Converter for EV Charging Application","year":2020,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Buck–boost converter; Rectifier (neural networks); Buck converter; Converters; Ćuk converter; Boost converter; Power factor; Control theory (sociology); Voltage; Forward converter; Computer science; Electronic engineering; Electrical engineering; Engineering; Control (management)","score_opus":0.02489761406209605,"score_gpt":0.24526340677090488,"score_spread":0.22036579270880885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032965992","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2457574,0.0009620266,0.750221,0.0018953432,0.0007047822,0.000349046,0.000006656223,0.00008117122,0.000022556223],"genre_scores_gemma":[0.9976053,0.00023490438,0.00069657346,0.00021841766,0.0011746732,0.000013259452,0.0000072458865,0.000039745293,0.000009885787],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99870074,0.00003709344,0.000545926,0.00016266087,0.00016890121,0.000384667],"domain_scores_gemma":[0.99933815,0.000120397024,0.00016932857,0.00008932236,0.00015999713,0.00012277707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021763811,0.00018095189,0.00035212922,0.00015168001,0.000054437867,0.000031592,0.0001709374,0.0001764937,0.000004355417],"category_scores_gemma":[0.0001578299,0.0001946143,0.00006838636,0.0004450965,0.000020581909,0.00014769007,0.000004112189,0.0007927629,6.1105777e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007047256,0.00007496627,0.0027798177,0.00024433483,0.00029039307,0.000018850456,0.0013324253,0.05742334,0.12382487,0.00078185584,0.0032639476,0.8092605],"study_design_scores_gemma":[0.004000161,0.00035783104,0.00007446992,0.000078670295,0.000060098315,0.000015799262,0.00005599668,0.93600386,0.029852336,0.00023132369,0.028954955,0.0003144791],"about_ca_topic_score_codex":0.0000038812664,"about_ca_topic_score_gemma":0.000012420442,"teacher_disagreement_score":0.8785806,"about_ca_system_score_codex":0.00020012411,"about_ca_system_score_gemma":0.00020101851,"threshold_uncertainty_score":0.7936141},"labels":[],"label_agreement":null},{"id":"W3033748806","doi":"10.1109/jestie.2020.2999590","title":"Soft-Switching Power Electronics Technology for Electric Vehicles: A Technology Review","year":2020,"lang":"en","type":"review","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Converters; Power electronics; Electrical engineering; Electronics; Power (physics); Engineering; Computer science; Telecommunications; Systems engineering; Voltage; Physics","score_opus":0.0373348261871886,"score_gpt":0.32697063870767895,"score_spread":0.28963581252049037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033748806","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027123233,0.9912696,0.0048154364,0.0014465027,0.00047800408,0.0013160569,0.00000899545,0.00037379222,0.000020389705],"genre_scores_gemma":[0.00021412197,0.9981122,0.00076535187,0.00004630539,0.0005005583,0.00014299924,0.000008404599,0.00018453038,0.000025518875],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99505717,0.0001422364,0.0022000298,0.00056745333,0.0004273247,0.0016057879],"domain_scores_gemma":[0.99766797,0.0004002692,0.0008732962,0.00047547102,0.00044054197,0.00014243892],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00079509534,0.0008228225,0.003330276,0.002905952,0.00014024494,0.000059469596,0.00132471,0.00211877,0.000005940586],"category_scores_gemma":[0.0024745003,0.0007759374,0.00037800954,0.0070913867,0.0000824725,0.00018342573,0.00011644454,0.009027191,0.0000023568664],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025108417,0.000034530294,0.000004540285,0.0044373474,0.00043233944,0.00006003715,0.000015577127,0.000063365755,0.0002407719,0.0005040667,0.0016813162,0.992501],"study_design_scores_gemma":[0.0008974053,0.001162576,4.857231e-8,0.013138618,0.00047720585,0.0005476005,0.000021398671,0.0008453537,0.0003654663,0.0035078095,0.9783632,0.00067330414],"about_ca_topic_score_codex":6.419547e-7,"about_ca_topic_score_gemma":0.0000072827793,"teacher_disagreement_score":0.99182767,"about_ca_system_score_codex":0.0015719841,"about_ca_system_score_gemma":0.0018531845,"threshold_uncertainty_score":0.99946916},"labels":[],"label_agreement":null},{"id":"W3036236655","doi":"10.1109/jestie.2020.3003317","title":"A Universal Wideband Device-Level Parallel Simulation Method and Conducted EMI Analysis for More Electric Aircraft Microgrid","year":2020,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Electromagnetic Compatibility and Noise Suppression","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electronic engineering; Computer science; Microgrid; Modular design; Galvanic isolation; Transformer; Electrical engineering; Engineering; Voltage","score_opus":0.05340813555857364,"score_gpt":0.2949373745831862,"score_spread":0.24152923902461254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036236655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93428946,0.0034329877,0.06112441,0.00075163465,0.000118920674,0.00023089256,0.0000073274296,0.000036760368,0.0000076074957],"genre_scores_gemma":[0.9940092,0.0010146647,0.0044827336,0.00005727516,0.0003843542,0.0000031775887,0.0000124781345,0.000022146129,0.000013955501],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99845475,0.00013442402,0.0006138078,0.00022412842,0.00018132332,0.00039154603],"domain_scores_gemma":[0.9989482,0.00040679294,0.00017485657,0.000088990564,0.00023127986,0.0001498574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003645198,0.00021364925,0.00054633035,0.00037737342,0.00008865809,0.000043887878,0.00013119378,0.00024900265,0.000008061336],"category_scores_gemma":[0.00033951798,0.00021343573,0.00010245151,0.0015179659,0.000022922206,0.00015724427,0.000012962151,0.0008616614,6.355725e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001052422,0.000079364865,0.006930753,0.00011318142,0.0012653003,0.000016531347,0.0021999793,0.8012306,0.13458885,0.000090316906,0.00066080515,0.051771887],"study_design_scores_gemma":[0.004045646,0.0010467169,0.0015826799,0.00005415526,0.0007974799,0.000023151566,0.000103769504,0.9667496,0.020347266,0.00038244433,0.0044985353,0.0003685763],"about_ca_topic_score_codex":0.000019514813,"about_ca_topic_score_gemma":0.00007234019,"teacher_disagreement_score":0.16551897,"about_ca_system_score_codex":0.000125533,"about_ca_system_score_gemma":0.00019658265,"threshold_uncertainty_score":0.8703656},"labels":[],"label_agreement":null},{"id":"W3089793147","doi":"10.1109/jestie.2020.3028007","title":"Variable Time-Stepping Parallel Electromagnetic Transient Simulation of Hybrid AC–DC Grids","year":2020,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Computer science; Transient (computer programming); Parallel computing; Graphics processing unit; Waveform; Variable (mathematics); Parallelism (grammar); Graphics","score_opus":0.019500487186650033,"score_gpt":0.22665759663764906,"score_spread":0.20715710945099902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089793147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9513356,0.0017579524,0.04571438,0.00021783162,0.00047570895,0.00024646916,0.0000028531601,0.000047894213,0.00020130724],"genre_scores_gemma":[0.9980933,0.00031827076,0.00065434026,0.00001759427,0.00085867627,0.000002920436,0.0000026911248,0.000024853454,0.00002732003],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984007,0.00009643555,0.000799298,0.00013218861,0.00023446433,0.00033694753],"domain_scores_gemma":[0.9993846,0.00007375723,0.00020664057,0.00007444429,0.00016404237,0.00009654799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035946723,0.00016706498,0.0004183931,0.00017270395,0.00004817567,0.000028259807,0.00011697856,0.00015361942,0.000015890628],"category_scores_gemma":[0.00015948345,0.00017077864,0.000061042185,0.0006508597,0.000014953297,0.00015525101,0.000005697767,0.00088284863,5.9287873e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015042302,0.000027216063,0.00006718734,0.00006833923,0.00010110641,0.000008061983,0.00046615835,0.87783045,0.114399396,0.000070337635,0.00029243977,0.006518911],"study_design_scores_gemma":[0.0028977625,0.0016155946,0.000066833345,0.00021408837,0.00009138494,0.00007447256,0.00004771734,0.9582336,0.023427172,0.00024898886,0.012779232,0.00030314963],"about_ca_topic_score_codex":0.00001387408,"about_ca_topic_score_gemma":0.000004182183,"teacher_disagreement_score":0.09097222,"about_ca_system_score_codex":0.00013312051,"about_ca_system_score_gemma":0.00016808297,"threshold_uncertainty_score":0.6964151},"labels":[],"label_agreement":null},{"id":"W3153649989","doi":"10.1109/jestie.2021.3074876","title":"Partial Series Resonance Pulse Commutated Current-Fed Three-Phase Current Sharing DC–DC Converter: ZCS Analysis, Design, and Experimental Results","year":2021,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Agencia Nacional de Investigación y Desarrollo","keywords":"Snubber; Inductor; Computer science; Topology (electrical circuits); Converters; Pulse-width modulation; Current (fluid); Current source; Voltage; RLC circuit; Electronic engineering; Power (physics); Electrical engineering; Series and parallel circuits; Capacitor; Physics; Engineering","score_opus":0.040089299672594614,"score_gpt":0.30458317715017175,"score_spread":0.26449387747757713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153649989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8858152,0.04312041,0.06879169,0.000235925,0.0017170941,0.00022172318,0.000020925705,0.00006966463,0.0000073689116],"genre_scores_gemma":[0.9924314,0.006482786,0.0004911865,0.000010934484,0.0004905641,0.000008041194,0.000031834887,0.000034760098,0.000018469236],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99758035,0.00016502973,0.0010233477,0.0003316706,0.0003100601,0.0005895711],"domain_scores_gemma":[0.9989643,0.0001278081,0.0002641139,0.00023307285,0.00023074106,0.00017993897],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044063182,0.0003224339,0.00065900723,0.0003392288,0.0001403036,0.000120994046,0.00021411356,0.00018057924,0.000014369247],"category_scores_gemma":[0.00021541264,0.00034563875,0.00010252299,0.001233175,0.00007018746,0.00040906743,0.000052881107,0.0015526864,3.2579416e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004275369,0.0006541752,0.005762093,0.0001203087,0.0017306298,0.00035850913,0.0038571127,0.03187155,0.0385658,0.0003379785,0.0010937068,0.9113728],"study_design_scores_gemma":[0.0154021885,0.000998685,0.0002528087,0.000426956,0.0005513516,0.00023509077,0.0002816972,0.8555828,0.09778243,0.0003841748,0.02721774,0.00088410656],"about_ca_topic_score_codex":0.000012585847,"about_ca_topic_score_gemma":0.0001273865,"teacher_disagreement_score":0.91048867,"about_ca_system_score_codex":0.00031483042,"about_ca_system_score_gemma":0.00028461387,"threshold_uncertainty_score":0.99989957},"labels":[],"label_agreement":null},{"id":"W3176979665","doi":"10.1109/jestie.2021.3091395","title":"System Modeling and Stability Analysis of Single-Phase Transformerless UPQC Integrated Input Grid Voltage Regulation","year":2021,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Canada Research Chairs","keywords":"Grid; Controller (irrigation); Control theory (sociology); Capacitive sensing; Voltage; Transient (computer programming); Computer science; Phase-locked loop; Electronic engineering; Engineering; Electrical engineering; Control (management)","score_opus":0.04837273035001765,"score_gpt":0.2691225489416089,"score_spread":0.22074981859159126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176979665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9533983,0.0023599647,0.04360934,0.000059931797,0.000407814,0.00007255461,0.000021428124,0.000026174437,0.000044499106],"genre_scores_gemma":[0.99877733,0.0008192132,0.00018270541,0.0000044644385,0.00017436284,0.0000010102302,0.000021879545,0.000014077724,0.0000049590335],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981718,0.00014509492,0.0010044479,0.00015736102,0.00023537513,0.00028589592],"domain_scores_gemma":[0.9991089,0.000098695265,0.00018590005,0.00012506549,0.00039503715,0.00008638251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007691096,0.00016820418,0.0006279144,0.00040780992,0.00005580137,0.00004434474,0.00008905904,0.0002569997,0.000006975141],"category_scores_gemma":[0.00015583551,0.0001717707,0.00010289922,0.0016207368,0.000029450097,0.00018412185,0.000007771088,0.00082800223,2.7362423e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008153092,0.0005696288,0.0029864686,0.000650366,0.0037521427,0.00006595055,0.008132287,0.5881647,0.32872826,0.0025785272,0.00008888694,0.06346748],"study_design_scores_gemma":[0.0023928846,0.00025350822,0.00007742704,0.00022581845,0.00076667225,0.000037703096,0.00093869766,0.92964774,0.06464648,0.00017041224,0.00060728623,0.00023533683],"about_ca_topic_score_codex":0.000034886685,"about_ca_topic_score_gemma":0.0003263451,"teacher_disagreement_score":0.34148306,"about_ca_system_score_codex":0.0003113335,"about_ca_system_score_gemma":0.00028326173,"threshold_uncertainty_score":0.7004606},"labels":[],"label_agreement":null},{"id":"W3182904164","doi":"10.1109/jestie.2021.3095018","title":"PEC Inverter for Intelligent Electric Spring Applications Using ANN-Based Controller","year":2021,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Controller (irrigation); Reliability (semiconductor); Voltage; Inverter; Computer science; Power (physics); Network topology; Artificial neural network; Control theory (sociology); Topology (electrical circuits); H bridge; Harmonic; Electronic engineering; Engineering; Electrical engineering; Control (management); Artificial intelligence; Computer network","score_opus":0.04429643176728715,"score_gpt":0.29916369378825625,"score_spread":0.2548672620209691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182904164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6986641,0.0038179762,0.2962967,0.0003484271,0.00033823578,0.00040174395,0.00000317762,0.00008231085,0.000047306876],"genre_scores_gemma":[0.9938299,0.0019939623,0.003453696,0.000035851583,0.0005807833,0.000030261854,0.0000022428728,0.000041523705,0.000031793243],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99856156,0.00004781431,0.0005410946,0.0001605447,0.00018957023,0.0004994156],"domain_scores_gemma":[0.999124,0.00020025896,0.000118082244,0.00013049948,0.00036100842,0.00006617345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027219503,0.00015991669,0.00034090967,0.00040050998,0.00009509082,0.000046729074,0.00018402227,0.00023074693,0.00000477495],"category_scores_gemma":[0.00027047316,0.00016682244,0.00007297443,0.001012008,0.00002671134,0.0000991069,0.000015418436,0.0010725182,2.305553e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002609963,0.0001916345,0.0069068237,0.00014113545,0.000418545,0.000045761735,0.00014921813,0.40996093,0.34840086,0.0011139082,0.00048868574,0.23192151],"study_design_scores_gemma":[0.003926361,0.00038257043,0.00011318129,0.00014162123,0.00008473246,0.00007085201,0.00011513737,0.7074528,0.26288468,0.002079103,0.022299452,0.00044951486],"about_ca_topic_score_codex":0.000005715373,"about_ca_topic_score_gemma":0.000033927772,"teacher_disagreement_score":0.29749185,"about_ca_system_score_codex":0.00050244946,"about_ca_system_score_gemma":0.00041658184,"threshold_uncertainty_score":0.6802822},"labels":[],"label_agreement":null},{"id":"W3189898124","doi":"10.1109/jestie.2021.3103678","title":"Digital Regulation of Wireless Power Transfer Systems Using an Embedded Lock-In Amplifier","year":2021,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Wireless Power Transfer Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Ted Rogers Centre for Heart Research; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electronic engineering; Computer science; Reliability (semiconductor); Output impedance; Wireless power transfer; Maximum power transfer theorem; Compensation (psychology); Amplifier; Electrical impedance; Power (physics); Engineering; Wireless; Electrical engineering; Telecommunications","score_opus":0.025833509468858876,"score_gpt":0.24217854490357768,"score_spread":0.2163450354347188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189898124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857797,0.0014676559,0.011132879,0.000023038416,0.0013032552,0.00013130129,0.000007487887,0.000021862408,0.000132809],"genre_scores_gemma":[0.9993243,0.00017842237,0.00003634071,0.0000023137513,0.00038282815,0.0000015391697,0.000006561318,0.00003819878,0.000029465413],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99787694,0.00014241536,0.0010842693,0.0001731598,0.00032699588,0.00039619853],"domain_scores_gemma":[0.99929434,0.00006680924,0.000095815405,0.00016001264,0.0002914785,0.00009151702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038423523,0.0002056165,0.0005776517,0.0003544033,0.000030511863,0.00008517257,0.00013952005,0.00033538806,0.000005533155],"category_scores_gemma":[0.00004542029,0.00022131321,0.000070065515,0.0008768411,0.00002658199,0.0004055708,0.000005012631,0.00087891903,1.08719284e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031500115,0.0003811123,0.010841619,0.0003029083,0.00040900058,0.00012902525,0.004912469,0.6627162,0.3059391,0.001591642,0.00010201072,0.012359908],"study_design_scores_gemma":[0.020095104,0.0018947531,0.004307818,0.0045663584,0.00035480308,0.001616085,0.0044185356,0.60699236,0.34685767,0.00064713834,0.0057877214,0.0024616688],"about_ca_topic_score_codex":0.000026770294,"about_ca_topic_score_gemma":0.00011431041,"teacher_disagreement_score":0.05572386,"about_ca_system_score_codex":0.00026165112,"about_ca_system_score_gemma":0.00037705144,"threshold_uncertainty_score":0.90248907},"labels":[],"label_agreement":null},{"id":"W3197096630","doi":"10.1109/jestie.2021.3107754","title":"A Link-Independent Hybrid Inductive and Capacitive Wireless Power Transfer System for Autonomous Mobility","year":2021,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Wireless Power Transfer Systems","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wireless power transfer; Maximum power transfer theorem; Capacitive sensing; Inverter; Topology (electrical circuits); Electrical engineering; Wireless; Power (physics); Computer science; Electronic engineering; Engineering; Telecommunications; Physics; Voltage","score_opus":0.016701402206016732,"score_gpt":0.22481422949361554,"score_spread":0.2081128272875988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197096630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97989744,0.0020288907,0.015462622,0.00018624958,0.0018894565,0.00035269742,0.000030559237,0.00005486813,0.00009721914],"genre_scores_gemma":[0.99871653,0.00036415312,0.00009034738,0.000008659275,0.0007254559,0.0000194218,0.000004169161,0.000044580058,0.000026687096],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99789107,0.000166298,0.00087351276,0.0002816546,0.00026446488,0.0005229979],"domain_scores_gemma":[0.99899155,0.00017448931,0.000083777406,0.0001477097,0.00045380485,0.00014864412],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000599428,0.00028235975,0.0006807313,0.00021895568,0.00009103691,0.0000773396,0.00013567935,0.0003348551,0.00000303522],"category_scores_gemma":[0.000076529555,0.00029188083,0.00010638208,0.00038277806,0.000049412865,0.00019230224,0.000008780434,0.0013996908,1.4788547e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050527873,0.0019667323,0.018531645,0.0057195835,0.011576832,0.0023231262,0.073529966,0.07429283,0.4694989,0.03255743,0.0020988055,0.30285135],"study_design_scores_gemma":[0.027864924,0.0034712215,0.0022112697,0.0027612736,0.00087312656,0.003765928,0.0072237374,0.049910363,0.8828618,0.0012995512,0.0150093455,0.0027474675],"about_ca_topic_score_codex":0.000028526878,"about_ca_topic_score_gemma":0.00014205948,"teacher_disagreement_score":0.4133629,"about_ca_system_score_codex":0.0005717217,"about_ca_system_score_gemma":0.00054071244,"threshold_uncertainty_score":0.9999533},"labels":[],"label_agreement":null},{"id":"W3202243738","doi":"10.1109/jestie.2021.3116512","title":"A High-Frequency MMC for DC–DC Applications Using a Three-Winding Transformer With DC Flux Cancellation","year":2021,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Galvanic isolation; Forward converter; Converters; Transformer; Flyback converter; Modular design; Electrical engineering; Inductor; Electronic engineering; Voltage; Engineering; Computer science; Boost converter","score_opus":0.02757678132502871,"score_gpt":0.25487113588250415,"score_spread":0.22729435455747543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202243738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74793506,0.0015651671,0.24935578,0.00013674446,0.00051846274,0.00038191385,0.000005281048,0.00002984502,0.000071780836],"genre_scores_gemma":[0.99481606,0.00029184812,0.0032559847,0.0000074115032,0.0015029518,0.000032957778,0.000008364585,0.000033864635,0.000050547715],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99877465,0.00003696763,0.00053484965,0.0001450701,0.00017304502,0.00033539382],"domain_scores_gemma":[0.99936455,0.000050138304,0.00015929285,0.00008904986,0.00027357173,0.000063404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028996347,0.00015629896,0.00030552005,0.00018828864,0.00014340311,0.000057558907,0.00007131101,0.0002231684,0.0000064585943],"category_scores_gemma":[0.000038377486,0.00014996088,0.000053071893,0.0007350605,0.000013893231,0.00017793542,0.0000017172014,0.00067563687,1.2787726e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027530018,0.00010807942,0.0032313105,0.00029077427,0.00061309343,0.000024801875,0.0013627923,0.28618366,0.6053939,0.0024777842,0.00019693795,0.09984157],"study_design_scores_gemma":[0.02359372,0.0025369893,0.0007998793,0.0025012477,0.0010838293,0.0017841592,0.0011546755,0.22703867,0.6637405,0.008819353,0.064412065,0.0025349103],"about_ca_topic_score_codex":0.00008030964,"about_ca_topic_score_gemma":0.00084209023,"teacher_disagreement_score":0.24688104,"about_ca_system_score_codex":0.00038979022,"about_ca_system_score_gemma":0.00043571368,"threshold_uncertainty_score":0.61152273},"labels":[],"label_agreement":null},{"id":"W3204577197","doi":"10.1109/jestie.2021.3116523","title":"Feasibility Analysis of a Reduced Capacitive Wireless Power Transfer System Model for Transportation Electrification Applications","year":2021,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Wireless Power Transfer Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Capacitive sensing; Capacitance; Wireless power transfer; Capacitive coupling; Maximum power transfer theorem; Power (physics); Electrical engineering; Wireless; Transfer (computing); Voltage; Coupling (piping); Computer science; Electronic engineering; Engineering; Physics; Telecommunications; Mechanical engineering","score_opus":0.0302008516443034,"score_gpt":0.2585437338009512,"score_spread":0.2283428821566478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204577197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6619952,0.0005100142,0.33690414,0.000040662053,0.00015364394,0.00029259874,0.00006186924,0.000023703687,0.000018175739],"genre_scores_gemma":[0.99921745,0.00026118694,0.00026465548,0.0000029686773,0.000120873076,0.000042994674,0.000050740076,0.000025154524,0.000013998063],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980792,0.000095702424,0.0010733401,0.00020884833,0.00024451144,0.00029840876],"domain_scores_gemma":[0.9987798,0.00011205176,0.00013569271,0.00017002919,0.00072881265,0.00007366638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004708635,0.00017819002,0.0006460261,0.0004470435,0.000053526914,0.000021989794,0.00012728632,0.00027502567,0.0000015560106],"category_scores_gemma":[0.000029060377,0.0001953793,0.00019454419,0.0018824231,0.000025530284,0.00012730336,5.1839305e-7,0.00054827303,3.5290075e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041027664,0.00025176536,0.0016019874,0.00042544052,0.0026190486,0.0000044055214,0.008648314,0.39511794,0.5786273,0.0076287976,0.00006245125,0.004602305],"study_design_scores_gemma":[0.0036814867,0.00024928048,0.0009806752,0.00023950383,0.001976904,0.000018018745,0.00089462224,0.6197216,0.3713451,0.00019913811,0.00024218895,0.00045149066],"about_ca_topic_score_codex":0.000012925078,"about_ca_topic_score_gemma":0.00034472134,"teacher_disagreement_score":0.33722222,"about_ca_system_score_codex":0.0003646178,"about_ca_system_score_gemma":0.00045222844,"threshold_uncertainty_score":0.7967336},"labels":[],"label_agreement":null},{"id":"W3217464753","doi":"10.1109/jestie.2021.3130473","title":"A High Voltage Gain Isolated PV Micro-Converter With a Single-Voltage Maximum Power Point Tracking Control Loop for DC Micro-Grid Systems","year":2021,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Boost converter; Maximum power point tracking; Ćuk converter; Buck–boost converter; Inductor; Buck converter; Microgrid; Integrating ADC; Forward converter; Capacitor; Voltage; Flyback converter; Control theory (sociology); Electronic engineering; Computer science; Engineering; Electrical engineering; Control (management); Inverter","score_opus":0.017183853408239212,"score_gpt":0.2330711279902006,"score_spread":0.21588727458196139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217464753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72230595,0.0035280564,0.26967743,0.00066949346,0.002410769,0.0010784798,0.000048086506,0.00016155925,0.00012017146],"genre_scores_gemma":[0.99652314,0.00027511976,0.0013301624,0.00019589893,0.0010812968,0.00003657025,0.000030825555,0.00010270784,0.000424279],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9965568,0.00032359117,0.0014767708,0.0004337567,0.00038746672,0.0008215804],"domain_scores_gemma":[0.99702173,0.0003104386,0.0009734519,0.00028765196,0.0012418983,0.00016482279],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009029432,0.00042776729,0.0010262091,0.00045670578,0.00016363576,0.00025239913,0.00028248335,0.0005783452,0.000031450585],"category_scores_gemma":[0.0004526941,0.00039244947,0.00016079457,0.0008620191,0.000055072764,0.000312893,0.000021924268,0.0012212181,6.4328066e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002274284,0.00041712107,0.0009465866,0.00011033438,0.0009249766,0.00032298488,0.0009542096,0.01449429,0.97194,0.0009632911,0.0031073145,0.0035446372],"study_design_scores_gemma":[0.0258183,0.004401983,0.000039373557,0.0017024656,0.00054164196,0.002452807,0.0009768775,0.03079922,0.89740485,0.00095203175,0.033467505,0.0014429314],"about_ca_topic_score_codex":0.0002862076,"about_ca_topic_score_gemma":0.00021086045,"teacher_disagreement_score":0.2742172,"about_ca_system_score_codex":0.0006339017,"about_ca_system_score_gemma":0.00087903097,"threshold_uncertainty_score":0.9998527},"labels":[],"label_agreement":null},{"id":"W4200050871","doi":"10.1109/jestie.2021.3088553","title":"Journal of Emerging and Selected Topics in Industrial Electronics","year":2021,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Industrial Technology and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Electronics; Engineering; Engineering ethics; Data science; Computer science; Electrical engineering","score_opus":0.01858320898966079,"score_gpt":0.23563225181625183,"score_spread":0.21704904282659104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200050871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810045,0.014388945,0.0003280567,0.0011672572,0.0026707305,0.00022036162,0.0000038141347,0.00004594065,0.00017039955],"genre_scores_gemma":[0.9895322,0.006304432,0.00015697056,0.0000341458,0.003745396,0.000004745034,0.0000046675395,0.000055680626,0.00016179169],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957598,0.00042259862,0.0020644828,0.00028223038,0.00048047563,0.0009904262],"domain_scores_gemma":[0.9979375,0.00023920707,0.0007133576,0.00021796797,0.0007156169,0.00017634184],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001562089,0.0004177416,0.0011877776,0.0009180795,0.00013113495,0.00010728652,0.00037734813,0.0013308205,0.000017476317],"category_scores_gemma":[0.0014797339,0.0004306345,0.00013771867,0.0023576724,0.00007482961,0.0003395655,0.00004252742,0.0055660927,3.4289357e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004377823,0.0013025594,0.09686094,0.00040338267,0.004822186,0.0032383283,0.007689007,0.061829135,0.14279218,0.010298717,0.016495392,0.64989036],"study_design_scores_gemma":[0.11704782,0.011447058,0.0044070804,0.0056183757,0.002188762,0.014481666,0.0053412714,0.053864393,0.2743377,0.013319215,0.4918561,0.0060905525],"about_ca_topic_score_codex":0.000029885949,"about_ca_topic_score_gemma":0.00039538828,"teacher_disagreement_score":0.6437998,"about_ca_system_score_codex":0.0006442379,"about_ca_system_score_gemma":0.0017103275,"threshold_uncertainty_score":0.99996567},"labels":[],"label_agreement":null},{"id":"W4225555920","doi":"10.1109/jestie.2022.3159474","title":"Analysis and Design of Efficient Interleaved Bidirectional Converter With Winding Cross Coupled Inductors","year":2022,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Inductor; Ripple; Boost converter; Electronic engineering; Voltage; Electronic circuit; Buck converter; Topology (electrical circuits); Buck–boost converter; High voltage; Computer science; Electrical engineering; Engineering","score_opus":0.017665283230243047,"score_gpt":0.24091618253147995,"score_spread":0.2232508993012369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225555920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92134583,0.0004529792,0.07761489,0.000033467168,0.0004258162,0.00010230581,0.000002723506,0.00001739985,0.000004603136],"genre_scores_gemma":[0.9993677,0.00013781423,0.0003230211,0.00000721373,0.00011705286,0.000004291572,0.0000021255787,0.000019205943,0.000021541073],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998646,0.000107268264,0.0005212878,0.00014587906,0.00029438356,0.00028514393],"domain_scores_gemma":[0.9993468,0.00014591074,0.00022676792,0.0000823222,0.0001321356,0.000066092485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045782945,0.00015714898,0.00041168276,0.0006745638,0.00010146992,0.000026017593,0.00011903324,0.00008604473,0.000022648159],"category_scores_gemma":[0.000066577726,0.00015146502,0.000050783383,0.0014033003,0.00005512131,0.00008856726,0.000020987998,0.000978614,3.4205364e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006388039,0.000072107025,0.03880454,0.000021163643,0.0013290646,0.000027212438,0.0017385983,0.9224174,0.01740411,0.000042426498,0.000033901386,0.017470673],"study_design_scores_gemma":[0.0033348247,0.00085005333,0.0025331846,0.00004887937,0.00034297077,0.00014143597,0.0003942632,0.98567396,0.006029957,0.000051139985,0.00029624245,0.0003030847],"about_ca_topic_score_codex":0.000020490645,"about_ca_topic_score_gemma":0.000023276732,"teacher_disagreement_score":0.07802192,"about_ca_system_score_codex":0.00032301128,"about_ca_system_score_gemma":0.00018604791,"threshold_uncertainty_score":0.6176564},"labels":[],"label_agreement":null},{"id":"W4229924561","doi":"10.1109/jestie.2021.3065781","title":"Journal of Emerging and Selected Topics in Industrial Electronics","year":2021,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Industrial Technology and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Electronics; Engineering; Engineering physics; Engineering ethics; Manufacturing engineering; Electrical engineering","score_opus":0.01858320898966079,"score_gpt":0.23563225181625183,"score_spread":0.21704904282659104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229924561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810045,0.014388945,0.0003280567,0.0011672572,0.0026707305,0.00022036162,0.0000038141347,0.00004594065,0.00017039955],"genre_scores_gemma":[0.9895322,0.006304432,0.00015697056,0.0000341458,0.003745396,0.000004745034,0.0000046675395,0.000055680626,0.00016179169],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957598,0.00042259862,0.0020644828,0.00028223038,0.00048047563,0.0009904262],"domain_scores_gemma":[0.9979375,0.00023920707,0.0007133576,0.00021796797,0.0007156169,0.00017634184],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001562089,0.0004177416,0.0011877776,0.0009180795,0.00013113495,0.00010728652,0.00037734813,0.0013308205,0.000017476317],"category_scores_gemma":[0.0014797339,0.0004306345,0.00013771867,0.0023576724,0.00007482961,0.0003395655,0.00004252742,0.0055660927,3.4289357e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004377823,0.0013025594,0.09686094,0.00040338267,0.004822186,0.0032383283,0.007689007,0.061829135,0.14279218,0.010298717,0.016495392,0.64989036],"study_design_scores_gemma":[0.11704782,0.011447058,0.0044070804,0.0056183757,0.002188762,0.014481666,0.0053412714,0.053864393,0.2743377,0.013319215,0.4918561,0.0060905525],"about_ca_topic_score_codex":0.000029885949,"about_ca_topic_score_gemma":0.00039538828,"teacher_disagreement_score":0.6437998,"about_ca_system_score_codex":0.0006442379,"about_ca_system_score_gemma":0.0017103275,"threshold_uncertainty_score":0.99996567},"labels":[],"label_agreement":null},{"id":"W4250674922","doi":"10.1109/jestie.2020.3030202","title":"Journal of Emerging and Selected Topics in Industrial Electronics","year":2020,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Industrial Technology and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Electronics; Engineering; Data science; Engineering ethics; Computer science; Electrical engineering","score_opus":0.023821233947406352,"score_gpt":0.23254657244713325,"score_spread":0.2087253384997269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250674922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860455,0.008625706,0.00045658785,0.0025990591,0.0017757517,0.00031070237,0.0000040302302,0.00006164536,0.00012101518],"genre_scores_gemma":[0.9916282,0.003631361,0.0001133993,0.000065165725,0.004457146,0.000004289622,0.0000028984662,0.000054442753,0.00004305084],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959071,0.00033853063,0.002061467,0.00027561694,0.00047020114,0.0009470656],"domain_scores_gemma":[0.9981908,0.00019749907,0.00076477847,0.00016063769,0.00044663504,0.00023960856],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012867121,0.00043038797,0.0011981251,0.0007753949,0.00011684788,0.0000918372,0.00046642756,0.001231284,0.000013130949],"category_scores_gemma":[0.0014231217,0.0004325202,0.00012840936,0.0022081612,0.00007696111,0.00035133335,0.000039952614,0.005788762,4.5517646e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008681628,0.00090773165,0.09929179,0.0005107402,0.004687927,0.001661369,0.015490919,0.09489047,0.11857483,0.007779934,0.025725126,0.62179756],"study_design_scores_gemma":[0.13125986,0.023150623,0.0031156468,0.00414188,0.002186898,0.0053195613,0.0051043443,0.1441424,0.1321114,0.007318646,0.53557104,0.0065777246],"about_ca_topic_score_codex":0.00002828149,"about_ca_topic_score_gemma":0.00014887383,"teacher_disagreement_score":0.61521983,"about_ca_system_score_codex":0.00048522264,"about_ca_system_score_gemma":0.0010600336,"threshold_uncertainty_score":0.99981266},"labels":[],"label_agreement":null},{"id":"W4255600495","doi":"10.1109/jestie.2021.3111798","title":"Journal of Emerging and Selected Topics in Industrial Electronics","year":2021,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Industrial Technology and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Electronics; Engineering ethics; Engineering; Data science; Computer science; Electrical engineering","score_opus":0.01858320898966079,"score_gpt":0.23563225181625183,"score_spread":0.21704904282659104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255600495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810045,0.014388945,0.0003280567,0.0011672572,0.0026707305,0.00022036162,0.0000038141347,0.00004594065,0.00017039955],"genre_scores_gemma":[0.9895322,0.006304432,0.00015697056,0.0000341458,0.003745396,0.000004745034,0.0000046675395,0.000055680626,0.00016179169],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957598,0.00042259862,0.0020644828,0.00028223038,0.00048047563,0.0009904262],"domain_scores_gemma":[0.9979375,0.00023920707,0.0007133576,0.00021796797,0.0007156169,0.00017634184],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001562089,0.0004177416,0.0011877776,0.0009180795,0.00013113495,0.00010728652,0.00037734813,0.0013308205,0.000017476317],"category_scores_gemma":[0.0014797339,0.0004306345,0.00013771867,0.0023576724,0.00007482961,0.0003395655,0.00004252742,0.0055660927,3.4289357e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004377823,0.0013025594,0.09686094,0.00040338267,0.004822186,0.0032383283,0.007689007,0.061829135,0.14279218,0.010298717,0.016495392,0.64989036],"study_design_scores_gemma":[0.11704782,0.011447058,0.0044070804,0.0056183757,0.002188762,0.014481666,0.0053412714,0.053864393,0.2743377,0.013319215,0.4918561,0.0060905525],"about_ca_topic_score_codex":0.000029885949,"about_ca_topic_score_gemma":0.00039538828,"teacher_disagreement_score":0.6437998,"about_ca_system_score_codex":0.0006442379,"about_ca_system_score_gemma":0.0017103275,"threshold_uncertainty_score":0.99996567},"labels":[],"label_agreement":null},{"id":"W4288771473","doi":"10.1109/jestie.2022.3195094","title":"Induction Machine Emulation for Variable Frequency Drive Converter Faults","year":2022,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Emulation; Upgrade; Fault (geology); Voltage; Engineering; Computer science; Electronic engineering; Embedded system; Electrical engineering","score_opus":0.016132019602936747,"score_gpt":0.23511765592449638,"score_spread":0.21898563632155962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288771473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9667172,0.0015578883,0.02570043,0.0003730346,0.0046084076,0.000526392,0.000015420923,0.00006629844,0.00043496417],"genre_scores_gemma":[0.99873126,0.00008206887,0.00019676976,0.000021312282,0.0007819486,0.00001298328,0.000015157563,0.000020108142,0.00013841286],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987764,0.00010396192,0.00056092953,0.00010595227,0.00020122521,0.0002515753],"domain_scores_gemma":[0.99946165,0.00008095335,0.00018678997,0.000072239905,0.00014905371,0.000049284477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047282025,0.00012131057,0.0002651117,0.00024497256,0.00013107651,0.000029170471,0.000094920906,0.000121266385,0.000033577657],"category_scores_gemma":[0.000083473,0.00012676514,0.000048106333,0.00043884385,0.000007649747,0.00017722504,0.000006795351,0.00074216037,1.7781998e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039602298,0.00009634693,0.0043068198,0.000046334142,0.00033702145,0.000007707371,0.0012703937,0.9130831,0.03299096,0.0033061982,0.00225688,0.04190221],"study_design_scores_gemma":[0.0068819844,0.0008448541,0.00041682704,0.00004864987,0.00008635544,0.00011081824,0.00020387962,0.94888794,0.001076222,0.0034763578,0.037625905,0.00034020163],"about_ca_topic_score_codex":0.00004263854,"about_ca_topic_score_gemma":0.00002169271,"teacher_disagreement_score":0.04156201,"about_ca_system_score_codex":0.00032848306,"about_ca_system_score_gemma":0.0001777407,"threshold_uncertainty_score":0.51693326},"labels":[],"label_agreement":null},{"id":"W4292387460","doi":"10.1109/jestie.2022.3198504","title":"A Review on Application of Artificial Intelligence Techniques in Microgrids","year":2022,"lang":"en","type":"review","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":163,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Microgrid; Computer science; Reliability (semiconductor); Reliability engineering; Renewable energy; Artificial neural network; Electric power system; Fuzzy logic; Energy management; Artificial intelligence; Control engineering; Control (management); Engineering; Energy (signal processing); Power (physics); Electrical engineering","score_opus":0.045005506832469906,"score_gpt":0.30679555475222564,"score_spread":0.26179004791975574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292387460","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000047688733,0.99787235,0.0012238761,0.0000368842,0.00028367213,0.00048211007,0.0000050238514,0.000019481327,0.000028931046],"genre_scores_gemma":[0.000042650692,0.9992043,0.00023515543,0.000015417705,0.00041592616,0.000037710346,0.000016145383,0.000029696519,0.0000030435],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771965,0.00018075902,0.0015136779,0.00015737,0.00017323683,0.00025528998],"domain_scores_gemma":[0.9990586,0.00013738427,0.00055178546,0.00013922954,0.00007720766,0.00003579494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007835955,0.00024607923,0.0011829446,0.00061008934,0.000025784211,0.0000147115425,0.00024891322,0.00029594905,0.000011830824],"category_scores_gemma":[0.00016379663,0.0002325137,0.00014780881,0.001342116,0.000017827753,0.00005204307,0.000014665977,0.0018718118,2.1398225e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015193879,0.00004463195,0.0000013585736,0.0022049847,0.00004645989,0.00000346578,0.000026871372,0.0016712829,0.000016565755,0.00007467191,0.00015376476,0.9957408],"study_design_scores_gemma":[0.0001200941,0.00029653253,1.346262e-7,0.011779511,0.00019394915,0.000047023826,0.0000068190516,0.0022510001,0.00019964737,0.00013890778,0.9847354,0.0002309351],"about_ca_topic_score_codex":0.00000991322,"about_ca_topic_score_gemma":0.000027451018,"teacher_disagreement_score":0.9955098,"about_ca_system_score_codex":0.00038683225,"about_ca_system_score_gemma":0.00032586706,"threshold_uncertainty_score":0.94816333},"labels":[],"label_agreement":null},{"id":"W4313377423","doi":"10.1109/jestie.2022.3214060","title":"Model-Based Approach to Long Term Prediction of Battery Surface Temperature","year":2022,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Office of Naval Research; U.S. Naval Research Laboratory; Natural Sciences and Engineering Research Council of Canada","keywords":"Battery (electricity); Reliability (semiconductor); Range (aeronautics); Heat generation; Lithium-ion battery; Computer science; Materials science; Automotive engineering; Engineering; Thermodynamics; Physics; Aerospace engineering","score_opus":0.03199226876630425,"score_gpt":0.26045775212757794,"score_spread":0.2284654833612737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313377423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98566556,0.00059310446,0.012886002,0.00021945847,0.00033238815,0.00017441782,0.000015106376,0.000051562292,0.00006241545],"genre_scores_gemma":[0.99839103,0.00016561408,0.001191859,0.00001885381,0.00015051059,0.000008080633,0.000006750943,0.000025596868,0.000041698448],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985525,0.00007847673,0.00048804423,0.00014421553,0.000364257,0.00037252397],"domain_scores_gemma":[0.9994972,0.000055850593,0.000107686734,0.00015344581,0.00012607397,0.0000597971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039396432,0.00014373794,0.00029520906,0.0004042386,0.00009301672,0.000018922796,0.00028820612,0.00016746555,0.000005080717],"category_scores_gemma":[0.00010564597,0.00015041206,0.000043284752,0.0010285067,0.000025667056,0.000102401245,0.000041661177,0.0020605223,5.3454066e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087630426,0.0000573268,0.0040623713,0.00002676415,0.000039501967,0.000005725546,0.00011148197,0.9457561,0.04499763,0.000022159364,0.0006884209,0.004144904],"study_design_scores_gemma":[0.003956196,0.0016371264,0.0013306879,0.00015171629,0.000058448357,0.0001200809,0.00022222965,0.883578,0.10649551,0.00034136442,0.0016071815,0.00050148193],"about_ca_topic_score_codex":0.0000018600141,"about_ca_topic_score_gemma":0.0000035307305,"teacher_disagreement_score":0.0621781,"about_ca_system_score_codex":0.0004445971,"about_ca_system_score_gemma":0.00024740843,"threshold_uncertainty_score":0.89520586},"labels":[],"label_agreement":null},{"id":"W4367016794","doi":"10.1109/jestie.2023.3270107","title":"Single-Phase Bridgeless Converter for On-Board EV Charger With Flexible Charging Capabilities","year":2023,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Ćuk converter; Battery charger; Electric vehicle; State of charge; Electrical engineering; Battery (electricity); Computer science; Engineering; Power (physics); Electronic engineering; Topology (electrical circuits); Boost converter; Voltage; Physics","score_opus":0.05009538858706062,"score_gpt":0.3022584909158645,"score_spread":0.25216310232880385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367016794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99398667,0.00035886877,0.0037526698,0.00078488677,0.0005550561,0.00027899168,0.000010663962,0.00020683683,0.00006535535],"genre_scores_gemma":[0.9979427,0.00075149577,0.00024972437,0.000033259104,0.0006608969,0.000029286448,0.0000073436595,0.000059872054,0.00026541084],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99831206,0.000040220184,0.00046568652,0.00018497431,0.00028273635,0.0007143209],"domain_scores_gemma":[0.999167,0.00028689846,0.000108728025,0.00015763353,0.00020559136,0.000074123906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038313336,0.0002112789,0.0003989943,0.0006157261,0.00009073615,0.000054250777,0.00022336072,0.00021364012,0.000007899444],"category_scores_gemma":[0.0002869836,0.00018610079,0.00005235322,0.0009450661,0.00006787431,0.00016891591,0.000012352476,0.0011626969,0.0000012002764],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003932682,0.0005755728,0.004447964,0.0005840477,0.0010920981,0.00024338554,0.0030425962,0.12450027,0.17196287,0.0029960943,0.022226915,0.6643955],"study_design_scores_gemma":[0.023192035,0.009571517,0.00033751063,0.0011386647,0.0001229303,0.00020577347,0.0016820334,0.17249374,0.66788346,0.0035786638,0.11815302,0.0016406331],"about_ca_topic_score_codex":0.0000041385124,"about_ca_topic_score_gemma":0.000014892468,"teacher_disagreement_score":0.6627549,"about_ca_system_score_codex":0.00034232874,"about_ca_system_score_gemma":0.00016889103,"threshold_uncertainty_score":0.758897},"labels":[],"label_agreement":null},{"id":"W4379382598","doi":"10.1109/jestie.2023.3282776","title":"Hybrid ML-EMT-Based Digital Twin for Device-Level HIL Real-Time Emulation of Ship-Board Microgrid on FPGA","year":2023,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"RTDS Technologies (Canada); University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Emulation; Field-programmable gate array; Microgrid; Embedded system; Computer science; Automotive engineering; Transient (computer programming); Simulation; Engineering; Voltage; Electrical engineering; Operating system","score_opus":0.03568043957557117,"score_gpt":0.264416720365271,"score_spread":0.22873628078969982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379382598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971606,0.00019426744,0.0010561146,0.00023133431,0.0007042627,0.00030550707,0.000030792122,0.00008160072,0.0002355342],"genre_scores_gemma":[0.9986686,0.00014726094,0.00009213776,0.000012910733,0.00081925886,0.000006760206,0.000036084883,0.000039580696,0.0001773708],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982076,0.00006909152,0.0008822734,0.00015375164,0.00028710178,0.00040014638],"domain_scores_gemma":[0.9989211,0.00031797634,0.00029136613,0.000127391,0.00025449274,0.000087697576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005017472,0.00020243759,0.00048167084,0.0005823507,0.000058161717,0.000076084696,0.00014409375,0.00019221911,0.000006769389],"category_scores_gemma":[0.00025410036,0.00020145113,0.0001275725,0.0006866637,0.000018123768,0.00017088107,0.0000060679745,0.00046932333,0.0000022976697],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010658213,0.00013238148,0.002076723,0.00014720566,0.00039682022,0.000020460231,0.00034761438,0.818688,0.05723216,0.0003152593,0.0063844817,0.113193125],"study_design_scores_gemma":[0.011957333,0.001612365,0.0017295434,0.0005673066,0.00014051682,0.00002712822,0.00008125304,0.91106033,0.04546822,0.0007480755,0.025932211,0.0006756873],"about_ca_topic_score_codex":0.000014759226,"about_ca_topic_score_gemma":0.000010797082,"teacher_disagreement_score":0.11251744,"about_ca_system_score_codex":0.00020338828,"about_ca_system_score_gemma":0.00025952695,"threshold_uncertainty_score":0.82149386},"labels":[],"label_agreement":null},{"id":"W4382657217","doi":"10.1109/jestie.2023.3288791","title":"Journal of Emerging and Selected Topics in Industrial Electronics Publication Information","year":2023,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Electronics; Library science; Engineering; Data science; Engineering ethics; Computer science; Electrical engineering","score_opus":0.030773233560640413,"score_gpt":0.29311012634083383,"score_spread":0.2623368927801934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382657217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.980798,0.0009153183,0.0032269796,0.01335756,0.0013784895,0.0002031462,0.000001564307,0.000044228673,0.00007468559],"genre_scores_gemma":[0.99272436,0.003895574,0.0016573425,0.00013407903,0.0014121074,0.0000089039095,0.000015327312,0.000016866037,0.0001354236],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99705756,0.00024478103,0.0014192397,0.00019438911,0.000503188,0.00058083003],"domain_scores_gemma":[0.99742544,0.00021324014,0.001086283,0.00018492804,0.0009777037,0.00011242817],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0019970783,0.00021248347,0.0004456504,0.0015975221,0.00014844176,0.00018895518,0.0005928912,0.00048081178,0.0000047028975],"category_scores_gemma":[0.0015289593,0.00020971768,0.00005806292,0.0039552585,0.000049515187,0.001364118,0.000074457996,0.0024358693,6.993314e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006148508,0.0007611481,0.09139993,0.00010388119,0.00064068893,0.000083566614,0.0099807875,0.0059429714,0.0056490777,0.0913729,0.026112594,0.7673376],"study_design_scores_gemma":[0.04763631,0.012569936,0.06712321,0.002248294,0.0005324025,0.0035053357,0.0046817195,0.13444762,0.051377993,0.09502636,0.5768601,0.0039907345],"about_ca_topic_score_codex":0.000018292842,"about_ca_topic_score_gemma":0.000059404636,"teacher_disagreement_score":0.76334685,"about_ca_system_score_codex":0.00045446734,"about_ca_system_score_gemma":0.0024360705,"threshold_uncertainty_score":0.99986553},"labels":[],"label_agreement":null},{"id":"W4389331527","doi":"10.1109/jestie.2023.3339429","title":"A Robust Extended Kalman Filtering Approach for State of Charge Estimation in Batteries","year":2023,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"U.S. Naval Research Laboratory; Office of Naval Research","keywords":"Extended Kalman filter; Kalman filter; Control theory (sociology); State of charge; Computer science; State-space representation; Invariant extended Kalman filter; Estimation theory; Battery (electricity); Algorithm; Artificial intelligence; Power (physics); Control (management); Physics","score_opus":0.05289037724383891,"score_gpt":0.28918140111959595,"score_spread":0.23629102387575704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389331527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9616267,0.0002994549,0.037424557,0.00013133715,0.00020136236,0.00021776378,0.0000062455088,0.00006582271,0.00002675649],"genre_scores_gemma":[0.9939297,0.0011794923,0.0046596206,0.0000033742506,0.00011248073,0.000022425682,0.000009913095,0.000030059955,0.000052978696],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99869347,0.000035169633,0.0005564722,0.00011625825,0.00016943281,0.00042918487],"domain_scores_gemma":[0.99954826,0.00010995438,0.0001254423,0.000096974414,0.000088469125,0.00003093252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046903893,0.00012671326,0.0003155717,0.000686407,0.000032075837,0.000019137682,0.00017226848,0.00013358603,0.0000020578962],"category_scores_gemma":[0.00035014047,0.00013002292,0.000033689666,0.0010435329,0.000032131917,0.00017212686,0.000022296867,0.0007669601,1.2444714e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015522072,0.00004084606,0.0008157701,0.00015726771,0.00006262626,0.000011603273,0.00047865696,0.8510224,0.026125344,0.000086986336,0.00036378638,0.1206795],"study_design_scores_gemma":[0.0023796607,0.0005123347,0.000737345,0.00018489533,0.000013071318,0.000027581016,0.00015573482,0.9119689,0.081332564,0.0017720149,0.0006651756,0.000250719],"about_ca_topic_score_codex":0.000003631173,"about_ca_topic_score_gemma":0.000018420265,"teacher_disagreement_score":0.12042878,"about_ca_system_score_codex":0.00018037522,"about_ca_system_score_gemma":0.00008629024,"threshold_uncertainty_score":0.53021806},"labels":[],"label_agreement":null},{"id":"W4389664543","doi":"10.1109/jestie.2023.3342717","title":"Theoretical Performance Evaluation of Battery Equivalent Circuit Model Parameter Estimators","year":2023,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Estimator; Equivalent circuit; Voltage; Battery (electricity); Voltage drop; Estimation theory; Cramér–Rao bound; Noise (video); Resistive touchscreen; Computer science; Control theory (sociology); Electronic engineering; Algorithm; Engineering; Electrical engineering; Mathematics; Power (physics); Physics; Statistics; Artificial intelligence","score_opus":0.07855622779444156,"score_gpt":0.32099831505931203,"score_spread":0.2424420872648705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389664543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954962,0.00032505638,0.003426059,0.00014961256,0.00028781506,0.0001290889,0.0000016899255,0.000058656624,0.00012583805],"genre_scores_gemma":[0.9983588,0.0012181689,0.0002574166,0.0000049619593,0.00012171606,0.000006972541,0.0000018339492,0.000020700882,0.000009448006],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982804,0.000078198624,0.00054529705,0.000115424045,0.00055401743,0.0004266634],"domain_scores_gemma":[0.9992639,0.00017618744,0.00011056478,0.00014152283,0.00026026726,0.00004754658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011831739,0.00013221738,0.00028010475,0.0004939791,0.000035826048,0.000016621096,0.00021277199,0.00021268766,0.000015685886],"category_scores_gemma":[0.000735363,0.00012518241,0.000041485167,0.00088172656,0.000089254856,0.00014765258,0.000027738708,0.0010831365,6.9826274e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040362534,0.000020569818,0.0015994312,0.000031352163,0.00006305429,0.000004450082,0.00015223892,0.8741764,0.005169197,0.0011372834,0.00025543955,0.11735022],"study_design_scores_gemma":[0.000894954,0.0002066809,0.0002326435,0.00009790911,0.0000348116,0.000015752095,0.000034387376,0.96932757,0.019099394,0.009875506,0.000057822486,0.00012254067],"about_ca_topic_score_codex":5.3656856e-7,"about_ca_topic_score_gemma":0.0000013580686,"teacher_disagreement_score":0.11722767,"about_ca_system_score_codex":0.0002812595,"about_ca_system_score_gemma":0.00023926933,"threshold_uncertainty_score":0.51047903},"labels":[],"label_agreement":null},{"id":"W4390659872","doi":"10.1109/jestie.2023.3345552","title":"Journal of Emerging and Selected Topics in Industrial Electronics Publication Information","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Electronics; Data science; Computer science; Information retrieval; Library science; Engineering; Electrical engineering","score_opus":0.024573792760541082,"score_gpt":0.29025935170576517,"score_spread":0.2656855589452241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390659872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96418345,0.005233179,0.010447713,0.01729674,0.0024234331,0.00024071736,0.0000020465507,0.000049147573,0.00012357761],"genre_scores_gemma":[0.99213064,0.003846225,0.0021448159,0.00011374034,0.0016199293,0.000006885283,0.000008879123,0.000015924972,0.00011298524],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972016,0.00022137504,0.0013964162,0.00020827551,0.0004670856,0.0005052181],"domain_scores_gemma":[0.99798644,0.00021228525,0.000711297,0.00016612136,0.00081744,0.00010641061],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0017450507,0.00021868704,0.00041859693,0.0014149903,0.000116163654,0.00032408952,0.00053009304,0.00048190047,0.000006474964],"category_scores_gemma":[0.0010171067,0.0002084429,0.00006358415,0.0028300567,0.000049515806,0.001667777,0.000058543505,0.002878486,4.6260246e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034573322,0.0005168001,0.02194022,0.00012710453,0.0005789269,0.00007886437,0.007219448,0.0020765879,0.003686592,0.13642237,0.013846844,0.8131605],"study_design_scores_gemma":[0.020277152,0.008540166,0.011409197,0.0029024808,0.0004985103,0.0043902337,0.0020388109,0.11885717,0.035655133,0.07410947,0.71869856,0.0026231285],"about_ca_topic_score_codex":0.000017674056,"about_ca_topic_score_gemma":0.000052371768,"teacher_disagreement_score":0.8105374,"about_ca_system_score_codex":0.00056857907,"about_ca_system_score_gemma":0.0031376998,"threshold_uncertainty_score":0.9994219},"labels":[],"label_agreement":null},{"id":"W4391092779","doi":"10.1109/jestie.2024.3356974","title":"Edge of Transfer Learning-Based Long Short-Term Memory Neural Networks in the Application of Battery Surface Temperature Prediction for Electric Vehicles","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Long short term memory; Transfer of learning; Enhanced Data Rates for GSM Evolution; Artificial neural network; Battery (electricity); Term (time); Artificial intelligence; Computer science; Recurrent neural network; Physics; Thermodynamics","score_opus":0.018594169272797,"score_gpt":0.26879434981141553,"score_spread":0.25020018053861853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391092779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9703736,0.003788356,0.025094746,0.0002002292,0.00020651687,0.0002914493,0.0000034956038,0.000037198664,0.000004436379],"genre_scores_gemma":[0.9988438,0.00081061485,0.00004138436,0.000004630076,0.0002541661,0.0000117181235,0.000008085923,0.000021389817,0.0000041989274],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987282,0.00009918205,0.00054072076,0.00012573696,0.00020053812,0.00030562564],"domain_scores_gemma":[0.99938333,0.0003298711,0.000049250404,0.00009955068,0.000117419724,0.000020558095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000576443,0.00013182573,0.000265279,0.00033471774,0.000035302597,0.000025149018,0.00020493905,0.00028284543,8.451382e-7],"category_scores_gemma":[0.00009062841,0.00010963196,0.000060629383,0.0011278092,0.00003388488,0.00011666046,0.0000053321796,0.0019041251,1.22269626e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011330158,0.000024909603,0.004542165,0.00010575311,0.000043506356,0.0000049500363,0.00014987965,0.8813705,0.07478976,0.000021051546,0.0000767163,0.038757514],"study_design_scores_gemma":[0.00073412654,0.0005728116,0.0010438644,0.00015208795,0.000037597758,0.000020064555,0.000062681094,0.9286802,0.06831678,0.00007004759,0.00019543455,0.00011433894],"about_ca_topic_score_codex":0.000003192668,"about_ca_topic_score_gemma":0.000028181954,"teacher_disagreement_score":0.047309678,"about_ca_system_score_codex":0.00014495866,"about_ca_system_score_gemma":0.00011592683,"threshold_uncertainty_score":0.82725817},"labels":[],"label_agreement":null},{"id":"W4391164300","doi":"10.1109/jestie.2024.3355885","title":"Enhancing Fault Ride Through Capability of Grid-Forming Virtual Synchronous Generators Using Model Predictive Control","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Grid; Model predictive control; Fault (geology); Computer science; Control (management); Control engineering; Distributed computing; Reliability engineering; Engineering; Artificial intelligence; Geology","score_opus":0.013214433956080912,"score_gpt":0.2373589628942641,"score_spread":0.2241445289381832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391164300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78576237,0.007045975,0.20581745,0.00004154699,0.0011143769,0.00014141486,0.000013631902,0.00004177929,0.000021429589],"genre_scores_gemma":[0.9957451,0.001632822,0.0013730107,0.000012153457,0.001197651,0.0000025471277,0.0000026083721,0.000029412162,0.0000046806076],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983187,0.000074838135,0.0008479309,0.00016280697,0.00021893624,0.00037679393],"domain_scores_gemma":[0.99936163,0.00011291116,0.00015887179,0.0000910362,0.0002143241,0.000061233855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047813205,0.00020309772,0.0004508772,0.00022685513,0.00006666191,0.000048109447,0.00011487228,0.00025215355,0.0000036471172],"category_scores_gemma":[0.00015568471,0.00019486598,0.00009082218,0.0005100479,0.00003511243,0.00034958436,0.000009441293,0.0010046018,8.558189e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008657732,0.000019653944,0.00011429645,0.00004537543,0.00018523863,0.000007809299,0.0009379946,0.9515955,0.041367855,0.0001186086,0.000054598746,0.005466529],"study_design_scores_gemma":[0.0012214419,0.00024615708,0.0000058652545,0.00023330722,0.00013435943,0.000043924225,0.000097299264,0.95949024,0.037878446,0.00026826203,0.00021452917,0.0001661777],"about_ca_topic_score_codex":0.00003138812,"about_ca_topic_score_gemma":0.000057608046,"teacher_disagreement_score":0.20998272,"about_ca_system_score_codex":0.0004590745,"about_ca_system_score_gemma":0.0005620103,"threshold_uncertainty_score":0.7946404},"labels":[],"label_agreement":null},{"id":"W4391661635","doi":"10.1109/jestie.2024.3363636","title":"Enhanced Nonlinear Current State Observer Based Virtual Current Sensors for Permanent Magnet Synchronous Motor Drives","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Sensorless Control of Electric Motors","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Control theory (sociology); Observer (physics); Overshoot (microwave communication); Nonlinear system; Computer science; Current (fluid); Current sensor; State observer; Permanent magnet synchronous motor; Control engineering; Magnet; Engineering; Control (management); Physics; Artificial intelligence","score_opus":0.019089690774795026,"score_gpt":0.2620282216090879,"score_spread":0.24293853083429287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391661635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9651307,0.020422166,0.008773128,0.00020867036,0.0048325155,0.00047534934,0.000031054442,0.00011333491,0.000013102027],"genre_scores_gemma":[0.99163246,0.005125047,0.00037130577,0.0000117557765,0.0026747996,0.000023382645,0.000015642183,0.0000811064,0.00006449487],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99754524,0.000108758744,0.0009542377,0.00028739285,0.00036297095,0.00074136787],"domain_scores_gemma":[0.9988971,0.0003749211,0.00016481748,0.00014796904,0.00024609058,0.0001691384],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004358313,0.0003640296,0.0005632303,0.0005766466,0.00007272836,0.00012411515,0.00021949508,0.00017220664,0.000011145402],"category_scores_gemma":[0.00023755479,0.00035192948,0.00018243578,0.00063040527,0.00003617826,0.00018811869,0.000010768805,0.0016688374,0.000001282678],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063183485,0.00023186624,0.00015256077,0.00040671256,0.00043245353,0.000057351113,0.0009550315,0.21706022,0.036377825,0.00023244103,0.0029685039,0.7404932],"study_design_scores_gemma":[0.0049264845,0.0019483948,0.00022683147,0.0007817761,0.0002376175,0.000043571003,0.000034670164,0.88600004,0.027126499,0.00023961425,0.07766675,0.0007677693],"about_ca_topic_score_codex":0.0000047785156,"about_ca_topic_score_gemma":0.00002786859,"teacher_disagreement_score":0.7397254,"about_ca_system_score_codex":0.0005816096,"about_ca_system_score_gemma":0.0006513824,"threshold_uncertainty_score":0.99989325},"labels":[],"label_agreement":null},{"id":"W4392449876","doi":"10.1109/jestie.2024.3373267","title":"Comprehensive Comparative Analysis of Deep-Learning-Based State-of-Charge Estimation Algorithms for Cloud-Based Lithium-Ion Battery Management Systems","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"State of charge; Charge (physics); Lithium (medication); Ion; State (computer science); Computer science; Algorithm; Battery (electricity); Cloud computing; Lithium-ion battery; Materials science; Chemistry; Physics; Psychology; Operating system","score_opus":0.03998462982034513,"score_gpt":0.3164296630509638,"score_spread":0.2764450332306187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392449876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6111808,0.0031606632,0.38449967,0.00008517484,0.00062507385,0.00034989073,0.000017500255,0.00006609939,0.000015129113],"genre_scores_gemma":[0.9976886,0.00041671892,0.0017007224,0.0000035341109,0.00010686025,0.000016923794,0.000026767337,0.000019191102,0.000020714402],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983233,0.000109589084,0.00078394153,0.0001458723,0.00030775674,0.00032953927],"domain_scores_gemma":[0.9988026,0.00046870203,0.00023517858,0.00011759582,0.00033455977,0.000041368316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038771864,0.00017626988,0.0005962911,0.0013277024,0.00004238686,0.00003889308,0.00016658877,0.00015200756,0.0000035426908],"category_scores_gemma":[0.00007714821,0.0001710731,0.00011125384,0.0018575964,0.00005021712,0.000101936224,0.000012389611,0.00089218107,1.5646785e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001291481,0.000034389177,0.00017970832,0.00033639566,0.00091534934,0.000008337374,0.00019450617,0.96904624,0.002599721,0.00009163415,0.00010645743,0.02635812],"study_design_scores_gemma":[0.0009526449,0.0005141883,0.00008497148,0.0002654841,0.00026396703,0.0000025226473,0.0001376428,0.9655454,0.030231137,0.00010163022,0.0017630435,0.0001373779],"about_ca_topic_score_codex":0.000007193946,"about_ca_topic_score_gemma":0.00000883827,"teacher_disagreement_score":0.38650778,"about_ca_system_score_codex":0.00031190782,"about_ca_system_score_gemma":0.000104736384,"threshold_uncertainty_score":0.69761586},"labels":[],"label_agreement":null},{"id":"W4394595271","doi":"10.1109/jestie.2024.3381853","title":"Ultrahigh Step-Up Switched-Capacitors-Coupled-Inductor Inverter","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Atlantic Canada Opportunities Agency; Mitacs","keywords":"Switched capacitor; Inductor; Capacitor; Inverter; Materials science; Electrical engineering; Engineering; Voltage","score_opus":0.024345584990600497,"score_gpt":0.24027788210968481,"score_spread":0.21593229711908432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394595271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786632,0.004322495,0.0062269843,0.0004574436,0.009883665,0.00014991022,0.0000044219223,0.00013018542,0.0001617183],"genre_scores_gemma":[0.9960423,0.0012469739,0.000088768145,0.000063435626,0.002272011,0.000003973199,0.0000025284885,0.0000487933,0.00023121187],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982275,0.000055565004,0.0006998435,0.00020079459,0.00029167687,0.00052466046],"domain_scores_gemma":[0.9994213,0.00010481392,0.00008497583,0.00013248035,0.00011751273,0.00013893768],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034254882,0.00027228263,0.00041220896,0.00042214224,0.00005558543,0.00013992595,0.00021480858,0.00034314906,0.000038725324],"category_scores_gemma":[0.00006939191,0.0002478609,0.000106855274,0.00064374885,0.00003665832,0.00030929726,0.000010183396,0.0017521242,0.000003428935],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025753072,0.00011568086,0.0027118742,0.00034373757,0.0013283041,0.0003183645,0.0058704065,0.0030580033,0.13016705,0.0011794994,0.052280955,0.8023686],"study_design_scores_gemma":[0.002437532,0.00042102014,0.00020285047,0.000577275,0.00016098088,0.00029603703,0.00029714574,0.92211854,0.020610357,0.0005460056,0.05163757,0.00069466024],"about_ca_topic_score_codex":0.00003942238,"about_ca_topic_score_gemma":0.000055128017,"teacher_disagreement_score":0.9190606,"about_ca_system_score_codex":0.00030178516,"about_ca_system_score_gemma":0.0002932246,"threshold_uncertainty_score":0.9999974},"labels":[],"label_agreement":null},{"id":"W4394894314","doi":"10.1109/jestie.2024.3366076","title":"Journal of Emerging and Selected Topics in Industrial Electronics Publication Information","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Electronics; Electronic journal; Library science; Engineering; Data science; Computer science; World Wide Web; Electrical engineering","score_opus":0.024573792760541082,"score_gpt":0.29025935170576517,"score_spread":0.2656855589452241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394894314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96418345,0.005233179,0.010447713,0.01729674,0.0024234331,0.00024071736,0.0000020465507,0.000049147573,0.00012357761],"genre_scores_gemma":[0.99213064,0.003846225,0.0021448159,0.00011374034,0.0016199293,0.000006885283,0.000008879123,0.000015924972,0.00011298524],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972016,0.00022137504,0.0013964162,0.00020827551,0.0004670856,0.0005052181],"domain_scores_gemma":[0.99798644,0.00021228525,0.000711297,0.00016612136,0.00081744,0.00010641061],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0017450507,0.00021868704,0.00041859693,0.0014149903,0.000116163654,0.00032408952,0.00053009304,0.00048190047,0.000006474964],"category_scores_gemma":[0.0010171067,0.0002084429,0.00006358415,0.0028300567,0.000049515806,0.001667777,0.000058543505,0.002878486,4.6260246e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034573322,0.0005168001,0.02194022,0.00012710453,0.0005789269,0.00007886437,0.007219448,0.0020765879,0.003686592,0.13642237,0.013846844,0.8131605],"study_design_scores_gemma":[0.020277152,0.008540166,0.011409197,0.0029024808,0.0004985103,0.0043902337,0.0020388109,0.11885717,0.035655133,0.07410947,0.71869856,0.0026231285],"about_ca_topic_score_codex":0.000017674056,"about_ca_topic_score_gemma":0.000052371768,"teacher_disagreement_score":0.8105374,"about_ca_system_score_codex":0.00056857907,"about_ca_system_score_gemma":0.0031376998,"threshold_uncertainty_score":0.9994219},"labels":[],"label_agreement":null},{"id":"W4399766608","doi":"10.1109/jestie.2024.3416241","title":"Admittance-Based Aggregated Modeling of Converter-Interfaced Resources With Heterogeneous Parameters for Transient Analysis of Multiconverter Systems","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Silicon Carbide Semiconductor Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transient (computer programming); Admittance; Transient analysis; Computer science; Transient response; Electrical impedance; Engineering; Electrical engineering","score_opus":0.028968930147480546,"score_gpt":0.24380717847099745,"score_spread":0.2148382483235169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399766608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9800266,0.006531237,0.012658119,0.000042590946,0.00045189267,0.00020879494,0.00001605368,0.00006188987,0.000002797835],"genre_scores_gemma":[0.99939555,0.00030962072,0.00019979956,0.0000035035282,0.00004935131,0.000007504111,0.0000030594645,0.000028055269,0.0000035402659],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984514,0.000052674426,0.0008318838,0.00016666559,0.00020267493,0.00029468106],"domain_scores_gemma":[0.99918723,0.0002075073,0.0001875722,0.00014557877,0.00022674316,0.000045378292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025863928,0.00019541048,0.0006952354,0.00093218125,0.00001736563,0.000033946642,0.00017782913,0.00023808316,0.0000016005423],"category_scores_gemma":[0.00008732516,0.00016669687,0.00014945507,0.0011322479,0.00005307685,0.00009392756,0.0000043795226,0.00054704427,2.02662e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024216947,0.000020804833,0.00036255748,0.00016689916,0.0017741127,0.000009178218,0.0006226321,0.93487245,0.058805384,0.000016106882,0.000014859534,0.0030928499],"study_design_scores_gemma":[0.0011799402,0.0005201479,0.000004725742,0.0004768959,0.00066378457,0.000016183529,0.0001955737,0.89833254,0.09837676,0.000013850136,0.00007458832,0.00014499272],"about_ca_topic_score_codex":0.000046171703,"about_ca_topic_score_gemma":0.00007445755,"teacher_disagreement_score":0.03957137,"about_ca_system_score_codex":0.00016510721,"about_ca_system_score_gemma":0.00014722932,"threshold_uncertainty_score":0.6797702},"labels":[],"label_agreement":null},{"id":"W4401041694","doi":"10.1109/jestie.2024.3434364","title":"Hardware-in-the-Loop Real-Time Transient Emulation of Large-Scale Renewable Energy Installations Based on Hybrid Machine Learning Modeling","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Powertech Labs (Canada); RTDS Technologies (Canada); University of Alberta","funders":"Mitacs","keywords":"Emulation; Transient (computer programming); Renewable energy; Loop (graph theory); Computer science; Scale (ratio); Hardware-in-the-loop simulation; Energy (signal processing); Embedded system; Control engineering; Engineering; Operating system; Electrical engineering","score_opus":0.014018217659308527,"score_gpt":0.23685978758884604,"score_spread":0.22284156992953752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401041694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94181603,0.0017049864,0.053354878,0.00036087795,0.000580449,0.00019641107,0.00000911039,0.00007654955,0.0019006765],"genre_scores_gemma":[0.9990124,0.00043440313,0.000063888416,0.00001026607,0.00030630405,0.0000030508481,0.000017446024,0.00002322121,0.00012899953],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983968,0.00018907152,0.00072183594,0.00012653867,0.00029214183,0.00027362484],"domain_scores_gemma":[0.9994981,0.00016385074,0.0001011604,0.00009315968,0.000100786,0.00004292829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073429476,0.00014720585,0.00030393444,0.00045977242,0.00006289881,0.0000619219,0.00010068056,0.00012518058,0.000013693068],"category_scores_gemma":[0.000060716295,0.00012913009,0.0000801159,0.00063453265,0.000007675307,0.00013839842,0.0000029328285,0.0006767994,2.5061783e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067665576,0.00003135014,0.00014169657,0.000021287933,0.000033394943,0.0000086946375,0.00040480186,0.99133074,0.004423108,0.00007419603,0.0001067219,0.0033563382],"study_design_scores_gemma":[0.0012317132,0.00019139521,0.000022077737,0.00023598784,0.00003153866,0.000012490337,0.00004776349,0.99318594,0.0009896955,0.00010823552,0.003829873,0.0001132653],"about_ca_topic_score_codex":0.00020649914,"about_ca_topic_score_gemma":0.0002900538,"teacher_disagreement_score":0.05719636,"about_ca_system_score_codex":0.00016308895,"about_ca_system_score_gemma":0.00018467332,"threshold_uncertainty_score":0.52657723},"labels":[],"label_agreement":null},{"id":"W4403510241","doi":"10.1109/jestie.2024.3483549","title":"Improved and Time-Efficient Harmonic Model of Induction Motor Considering Iron Nonlinearity","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Linearity; Induction motor; Control theory (sociology); Harmonic; Mathematics; Computer science; Physics; Electronic engineering; Engineering; Electrical engineering; Acoustics; Voltage; Artificial intelligence","score_opus":0.03293387577632925,"score_gpt":0.2598488270904487,"score_spread":0.22691495131411946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403510241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956346,0.0022760162,0.001002529,0.0006252085,0.00028304354,0.00012615477,0.0000062129297,0.000014116893,0.000032105374],"genre_scores_gemma":[0.9978395,0.0005634381,0.001114728,0.000010314614,0.00030892098,0.0000033129324,7.3369773e-7,0.00000953686,0.00014950626],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989722,0.000048145972,0.00047339598,0.00015335482,0.00013998577,0.0002129381],"domain_scores_gemma":[0.99953866,0.000054508982,0.00015199443,0.0000791316,0.00012095253,0.000054728735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004946137,0.0001006829,0.00021837518,0.00013422596,0.00006466951,0.00006112667,0.000086213455,0.00012497851,0.000017007089],"category_scores_gemma":[0.00012272343,0.000086010805,0.000029461846,0.00022825795,0.000060804836,0.00007831701,0.000025037161,0.00050935976,3.1940698e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006206227,0.000041930107,0.000014557876,0.000034006178,0.000010469491,0.0000012801519,0.0002883918,0.0053042215,0.9846587,0.00040256736,0.00007689351,0.009104894],"study_design_scores_gemma":[0.0006614456,0.0004492688,0.000018561439,0.00013137845,0.00005507098,0.00005274123,0.000058628848,0.79419917,0.20275709,0.0006233268,0.00085679133,0.00013652949],"about_ca_topic_score_codex":0.000042768166,"about_ca_topic_score_gemma":0.0000107709975,"teacher_disagreement_score":0.78889495,"about_ca_system_score_codex":0.0000783097,"about_ca_system_score_gemma":0.00040637547,"threshold_uncertainty_score":0.3507419},"labels":[],"label_agreement":null},{"id":"W4404178404","doi":"10.1109/jestie.2024.3494594","title":"Cogging Torque Computation in an Asymmetrical Interior Permanent Magnet Machine for Electric Vehicles","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Cogging torque; Magnet; Torque; Computation; Automotive engineering; Physics; Computer science; Electrical engineering; Control theory (sociology); Engineering; Artificial intelligence; Algorithm","score_opus":0.02208887568185674,"score_gpt":0.2717627219727349,"score_spread":0.24967384629087813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404178404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97370774,0.010879604,0.014310944,0.00025586048,0.000536598,0.00019379705,0.0000031039833,0.000065592525,0.000046779685],"genre_scores_gemma":[0.99709916,0.0014732698,0.00058314396,0.000019046622,0.00074254174,0.000007570846,0.0000094291045,0.000032959768,0.000032880394],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983931,0.00010726289,0.00069066905,0.00018230623,0.00019831245,0.00042831592],"domain_scores_gemma":[0.9994442,0.0002184661,0.00008055119,0.000061189865,0.0001057478,0.00008983944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006200237,0.0001882667,0.0003859563,0.00122714,0.00004401925,0.000120655604,0.00013505625,0.00020146709,0.0000048674983],"category_scores_gemma":[0.00012441544,0.00018396934,0.000081800856,0.0018126684,0.000011145026,0.00020891552,0.000006085806,0.0011007647,2.6507905e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028455077,0.00013845424,0.0029444771,0.00018552747,0.0002879197,0.00012968511,0.0009523803,0.046588905,0.06888113,0.0006652265,0.0018192157,0.8771225],"study_design_scores_gemma":[0.0012825378,0.00088606856,0.0002596955,0.00015485943,0.00008485318,0.00007754709,0.000020921052,0.9899484,0.004391913,0.0007603788,0.0018858991,0.00024691684],"about_ca_topic_score_codex":0.000025051848,"about_ca_topic_score_gemma":0.00009992668,"teacher_disagreement_score":0.9433595,"about_ca_system_score_codex":0.0004383191,"about_ca_system_score_gemma":0.0001909725,"threshold_uncertainty_score":0.7502052},"labels":[],"label_agreement":null},{"id":"W4404238209","doi":"10.1109/jestie.2024.3495665","title":"A Novel Sinusoidal Extended Phase Shift Modulation With Minimal Loss for Single-Stage Onboard Chargers for Electrical Vehicles","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island; McMaster University","funders":"","keywords":"Phase (matter); Modulation (music); Electrical engineering; Materials science; Computer science; Physics; Engineering; Acoustics","score_opus":0.031793540105305544,"score_gpt":0.2803935031860651,"score_spread":0.24859996308075955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404238209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.576513,0.00091082545,0.4212435,0.00029057727,0.00057573005,0.00036155715,0.000022494947,0.00007436298,0.000007978574],"genre_scores_gemma":[0.9939101,0.00011204357,0.0046447553,0.000018462033,0.0011607322,0.000023757118,0.000013099831,0.000066408196,0.000050654206],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99835783,0.000023892326,0.0005906865,0.0002328882,0.00022306218,0.0005716414],"domain_scores_gemma":[0.99923486,0.00028545415,0.00012999926,0.00008802307,0.00015534376,0.00010629714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028808563,0.00025002292,0.0003924517,0.0003825119,0.000073416144,0.00009092976,0.00012645291,0.00023752885,0.0000024245169],"category_scores_gemma":[0.0001756389,0.00023634515,0.000100737765,0.0005934747,0.000034461355,0.00028712838,0.0000042065794,0.00080214365,1.2043358e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035674393,0.00037853856,0.00012969048,0.00025101253,0.0006391994,0.00007014896,0.0011817078,0.039795797,0.49234542,0.0024391864,0.00045533493,0.45874652],"study_design_scores_gemma":[0.008736976,0.0028932462,0.000027119473,0.0002534446,0.00013400335,0.00012922125,0.000047824782,0.94006807,0.037040807,0.00046759154,0.009758638,0.0004430855],"about_ca_topic_score_codex":0.000003263544,"about_ca_topic_score_gemma":0.00002373717,"teacher_disagreement_score":0.90027225,"about_ca_system_score_codex":0.00035888844,"about_ca_system_score_gemma":0.00031940418,"threshold_uncertainty_score":0.96378756},"labels":[],"label_agreement":null},{"id":"W4404238210","doi":"10.1109/jestie.2024.3496392","title":"Single-Stage Buck–Boost Bipolar Three Terminals Output AC/DC Power Converter","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Electrical engineering; Buck converter; Power (physics); Buck–boost converter; Boost converter; Forward converter; Flyback converter; Ćuk converter; Single stage; Stage (stratigraphy); Computer science; Voltage; Physics; Engineering; Biology","score_opus":0.03382802817980954,"score_gpt":0.2465935551133648,"score_spread":0.21276552693355527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404238210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95995533,0.02066987,0.011184242,0.00074654364,0.0063852007,0.0002636979,0.000018222192,0.00017410041,0.00060281163],"genre_scores_gemma":[0.997196,0.0011550016,0.00008789603,0.0000965128,0.00092048553,0.0000032783762,0.0000030586866,0.000057722584,0.0004800446],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998086,0.00005961499,0.0007460203,0.00022063483,0.00029868138,0.0005890573],"domain_scores_gemma":[0.9993619,0.00010773516,0.000106643085,0.00015894424,0.000119160024,0.00014563103],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037546482,0.00029891852,0.00045744324,0.00046643903,0.000062955805,0.00018019829,0.00024544683,0.00034865722,0.00006799374],"category_scores_gemma":[0.00007024154,0.000276186,0.00012437535,0.0005271107,0.000048671518,0.00030005616,0.000019339737,0.0015782543,0.000004250477],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014535479,0.000094670926,0.0020733792,0.00014875067,0.0006159486,0.00040353183,0.0019891388,0.001501202,0.029894523,0.00046778828,0.009054402,0.9536113],"study_design_scores_gemma":[0.0029144767,0.0010279887,0.0004187874,0.00088933983,0.00020944621,0.00038973856,0.0002129287,0.36790538,0.02471935,0.00073465385,0.5995732,0.0010047223],"about_ca_topic_score_codex":0.000022864177,"about_ca_topic_score_gemma":0.00008480595,"teacher_disagreement_score":0.95260656,"about_ca_system_score_codex":0.00030249727,"about_ca_system_score_gemma":0.0002537065,"threshold_uncertainty_score":0.999969},"labels":[],"label_agreement":null},{"id":"W4404627853","doi":"10.1109/jestie.2024.3504741","title":"Multiport Converter With Reduced Part Count for DC Nanogrid Application","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Quantum-Dot Cellular Automata","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Universiti Tenaga Nasional","keywords":"Forward converter; Flyback converter; Electrical engineering; Computer science; Electronic engineering; Boost converter; Engineering; Voltage","score_opus":0.0234735780367712,"score_gpt":0.2625753384417024,"score_spread":0.2391017604049312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404627853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7584508,0.002728624,0.23304826,0.0027955892,0.0022569036,0.00056614866,0.0000036576985,0.0001086644,0.00004133386],"genre_scores_gemma":[0.9957802,0.00039954123,0.0024282231,0.0000611467,0.0011509488,0.000025093097,0.000006264329,0.000024283725,0.00012426986],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983901,0.00006766932,0.0005671579,0.00028449425,0.0003029467,0.00038765508],"domain_scores_gemma":[0.9990707,0.00013960456,0.00022828205,0.00021181372,0.00026693867,0.00008263414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007488465,0.00016658066,0.00028741424,0.00024824307,0.00008219385,0.0001772682,0.00037974288,0.00016484983,0.000002050392],"category_scores_gemma":[0.00008479113,0.0001380156,0.000056975772,0.00073186227,0.00003183949,0.00035076818,0.000021550328,0.0007177018,8.288224e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010408062,0.0006089727,0.0019462463,0.00037650915,0.0012052085,0.0003673773,0.005459265,0.0032375192,0.120207354,0.07346433,0.025485707,0.7666007],"study_design_scores_gemma":[0.0042587863,0.0019836384,0.000108631655,0.0005347835,0.00014294533,0.00078929984,0.00006106463,0.65120953,0.06637659,0.0046911957,0.2692053,0.0006382313],"about_ca_topic_score_codex":0.0000135421815,"about_ca_topic_score_gemma":0.000031839907,"teacher_disagreement_score":0.7659625,"about_ca_system_score_codex":0.00019507243,"about_ca_system_score_gemma":0.0009990422,"threshold_uncertainty_score":0.5628113},"labels":[],"label_agreement":null},{"id":"W4404809458","doi":"10.1109/jestie.2024.3508461","title":"Autotransformer Incorporated Single-Phase AC–AC Converter","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Induction Heating and Inverter Technology","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Autotransformer; Electrical engineering; Single phase; Voltage; Engineering; Transformer","score_opus":0.029150046533978853,"score_gpt":0.26000157322995515,"score_spread":0.2308515266959763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404809458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870869,0.003112942,0.0046297633,0.0008755704,0.00352841,0.000112163114,0.0000037549325,0.00025276482,0.00039771173],"genre_scores_gemma":[0.9978348,0.0008107902,0.00017836005,0.000036329584,0.0009710905,0.000002986046,0.00000425425,0.00003486292,0.00012654324],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998578,0.000054122647,0.00065110816,0.0001467672,0.00016601289,0.0004039915],"domain_scores_gemma":[0.99958754,0.000053251144,0.000068929075,0.00009215009,0.00012674188,0.000071380164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003107162,0.00019008627,0.00032195426,0.0005369109,0.00005760139,0.00007328925,0.00012969747,0.00040199325,0.000028060718],"category_scores_gemma":[0.00006415302,0.00017861082,0.000060343988,0.0009297095,0.0000479011,0.00023115765,0.000005801577,0.0017473428,0.000002270831],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024053204,0.0002933239,0.0005093002,0.0002434068,0.00076143176,0.00028113983,0.0027079675,0.0070050973,0.2074031,0.0030192013,0.021479093,0.7560564],"study_design_scores_gemma":[0.007186403,0.0034886564,0.000028211714,0.0009598403,0.00024053486,0.0015646224,0.000332675,0.4540121,0.20142616,0.004767594,0.32493648,0.0010567539],"about_ca_topic_score_codex":0.0000123896125,"about_ca_topic_score_gemma":0.000018167879,"teacher_disagreement_score":0.75499964,"about_ca_system_score_codex":0.00027660973,"about_ca_system_score_gemma":0.000256879,"threshold_uncertainty_score":0.75914323},"labels":[],"label_agreement":null},{"id":"W4405717655","doi":"10.1109/jestie.2024.3521390","title":"A Novel Reconstructed Voltage Predictive Control for the Multilevel T-NPC Converter: Design, Simulation, and Experimentation","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University; Queen's University","funders":"","keywords":"Computer science; Voltage; Electronic engineering; Electrical engineering; Engineering","score_opus":0.039270232779888975,"score_gpt":0.28449531897692343,"score_spread":0.24522508619703445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405717655","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08941955,0.003546702,0.90510505,0.00009235488,0.0012830175,0.00050116394,0.000009266148,0.000038248625,0.0000046364466],"genre_scores_gemma":[0.99842834,0.00029589512,0.00042318492,0.0000094787165,0.0007740608,0.000027136228,0.0000013022944,0.000018264454,0.000022311888],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912435,0.000044397104,0.00043155695,0.00010653297,0.00010696431,0.00018619609],"domain_scores_gemma":[0.9992154,0.00046573588,0.00008514008,0.000046836172,0.00014932398,0.000037564045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045324067,0.00011973484,0.00019492675,0.00014806594,0.00008541955,0.00008357971,0.000051674207,0.00015937546,0.000002456349],"category_scores_gemma":[0.00016699302,0.00009450825,0.000034303735,0.00021566187,0.000023381486,0.0001706718,0.0000027679155,0.00048636494,7.191833e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055931695,0.000032932385,0.00024086937,0.00009904206,0.0007058317,0.0000050121344,0.0043301485,0.6884485,0.080242254,0.00036853275,0.000560284,0.2244073],"study_design_scores_gemma":[0.002233144,0.0002843127,0.00010359522,0.000117963005,0.00006388423,0.000055074168,0.00016640154,0.990748,0.0033662962,0.00016686447,0.0025951036,0.00009940219],"about_ca_topic_score_codex":0.000019653948,"about_ca_topic_score_gemma":0.00001176414,"teacher_disagreement_score":0.9090088,"about_ca_system_score_codex":0.00014100665,"about_ca_system_score_gemma":0.00012594544,"threshold_uncertainty_score":0.38539347},"labels":[],"label_agreement":null},{"id":"W4407825864","doi":"10.1109/jestie.2025.3544377","title":"Series-Cascaded Islanded Microgrids Comprising Storage: Sensorless Control Under PV Partial Shading and Load Variation","year":2025,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alchemy (Canada)","funders":"Taif University; Queensland University of Technology","keywords":"Shading; Control theory (sociology); Photovoltaic system; Variation (astronomy); Control (management); Microgrid; Series (stratigraphy); Computer science; Engineering; Physics; Electrical engineering; Biology","score_opus":0.009192677914925717,"score_gpt":0.22139612293878425,"score_spread":0.21220344502385852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407825864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9392758,0.006797514,0.05128008,0.0008957284,0.0013801643,0.00021407139,0.000003821809,0.00005636595,0.000096476295],"genre_scores_gemma":[0.9969347,0.001977603,0.00029269583,0.000058668953,0.0006669559,0.0000023426285,0.0000024719418,0.00001758236,0.00004696535],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986196,0.000120302175,0.00059825904,0.00014913485,0.00015978162,0.0003529192],"domain_scores_gemma":[0.9993911,0.000099756304,0.00015939426,0.00007808673,0.000211167,0.000060536102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047194873,0.00018867591,0.00039847445,0.00025937066,0.00011618061,0.00011934686,0.0000884009,0.0002664244,0.0000043132513],"category_scores_gemma":[0.00010926877,0.00019202745,0.000044555018,0.00049747917,0.000027454611,0.00021305488,0.00001005413,0.0008115434,1.02352345e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009920421,0.00009815784,0.0024732766,0.000100914665,0.00082842895,0.000033558288,0.0015331261,0.8129324,0.12870052,0.0018538417,0.0013015785,0.049152203],"study_design_scores_gemma":[0.020016314,0.0005048306,0.0021942544,0.0005061749,0.0005255614,0.00025549144,0.00032764307,0.94336975,0.01789609,0.0016719296,0.011931092,0.0008008793],"about_ca_topic_score_codex":0.000018700406,"about_ca_topic_score_gemma":0.000068239555,"teacher_disagreement_score":0.13043739,"about_ca_system_score_codex":0.00031106485,"about_ca_system_score_gemma":0.0002686561,"threshold_uncertainty_score":0.7830652},"labels":[],"label_agreement":null},{"id":"W4407948536","doi":"10.1109/jestie.2025.3545763","title":"Adaptive Process Monitoring for Multimode Industrial Processes Through Machine Learning","year":2025,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Mitacs","keywords":"Computer science; Process (computing); Multi-mode optical fiber; Programming language; Telecommunications; Optical fiber","score_opus":0.03254423309385211,"score_gpt":0.28573137924825276,"score_spread":0.25318714615440063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407948536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720671,0.008756894,0.013642754,0.00033736977,0.004049295,0.00061415194,0.000005999655,0.0001453175,0.00038111166],"genre_scores_gemma":[0.99719673,0.0008225897,0.00018150128,0.000008089368,0.0015687284,0.000027908707,0.0000015830552,0.000025190076,0.00016768729],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99851185,0.000077150224,0.00066914095,0.00015797182,0.00018556505,0.00039834858],"domain_scores_gemma":[0.99914575,0.00020475779,0.0001951875,0.00006509082,0.00033752498,0.000051695828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037673698,0.00020792347,0.00043437243,0.0002773947,0.0001382626,0.000064845495,0.00015653242,0.0003275116,0.0000015612279],"category_scores_gemma":[0.00073098735,0.0002022766,0.000060971393,0.00092218706,0.000019048583,0.00021852346,0.0000073023202,0.001494746,1.16418335e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028338155,0.00023491557,0.018319892,0.00062672887,0.0013923327,0.000023627708,0.005004469,0.7854614,0.011196966,0.00066448253,0.0010819052,0.17315945],"study_design_scores_gemma":[0.029894749,0.0028527884,0.00012388405,0.0028182513,0.00046298653,0.000120317556,0.0032024074,0.7249014,0.13615827,0.0034576117,0.094618194,0.0013891881],"about_ca_topic_score_codex":0.00003887374,"about_ca_topic_score_gemma":0.000090760615,"teacher_disagreement_score":0.17177026,"about_ca_system_score_codex":0.00024270128,"about_ca_system_score_gemma":0.0005567568,"threshold_uncertainty_score":0.82486004},"labels":[],"label_agreement":null},{"id":"W4408951588","doi":"10.1109/jestie.2025.3555553","title":"Real-Time State of Power Estimation of a Lithium-Ion Battery Using Robust OCV and Internal Resistance Estimates","year":2025,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Internal resistance; Battery (electricity); Lithium (medication); Estimation; Lithium-ion battery; Power (physics); State (computer science); Resistance (ecology); Automotive engineering; Computer science; Control theory (sociology); Environmental science; Engineering; Medicine; Algorithm; Thermodynamics; Physics; Artificial intelligence; Biology","score_opus":0.01857795044944992,"score_gpt":0.28041383644418716,"score_spread":0.2618358859947372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408951588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98235285,0.001042874,0.016061805,0.000109823,0.00019497868,0.000094026254,0.0000035014034,0.000025506255,0.000114614755],"genre_scores_gemma":[0.99038464,0.0016895211,0.007763157,0.000002994486,0.00004474082,0.0000012607737,0.0000011843504,0.000017181503,0.000095340656],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987051,0.00004961369,0.0006733369,0.000113785725,0.00018521158,0.00027295516],"domain_scores_gemma":[0.9992578,0.00016490441,0.00023545632,0.000111748916,0.0001996295,0.000030479257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035991,0.00013575431,0.0003748308,0.0005282751,0.000033208365,0.000021155623,0.00015204417,0.00014954801,0.0000032004052],"category_scores_gemma":[0.00043622273,0.00013609203,0.000029727693,0.0006475428,0.000078657846,0.00017569817,0.000033015567,0.0007658921,3.857028e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004198017,0.000059990605,0.002988401,0.00025990952,0.00024044923,0.00001938962,0.0003684192,0.62966925,0.33330807,0.0001923711,0.00047332008,0.03200064],"study_design_scores_gemma":[0.0028552306,0.00061325345,0.0018065694,0.0024139043,0.000089236026,0.00006207197,0.00010752146,0.49034333,0.49498534,0.0059990236,0.0003604795,0.00036404273],"about_ca_topic_score_codex":0.000015923863,"about_ca_topic_score_gemma":0.000015430682,"teacher_disagreement_score":0.16167727,"about_ca_system_score_codex":0.00021207964,"about_ca_system_score_gemma":0.00015894185,"threshold_uncertainty_score":0.55496716},"labels":[],"label_agreement":null},{"id":"W4408951616","doi":"10.1109/jestie.2025.3555669","title":"A Multisensor Feature Representation and Fusion Method for Data-Driven Industrial Process Fault Diagnosis","year":2025,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Representation (politics); Fault (geology); Feature (linguistics); Process (computing); Sensor fusion; Computer science; Fusion; Pattern recognition (psychology); Artificial intelligence; Data mining; Fault detection and isolation; Geology","score_opus":0.04099139299112463,"score_gpt":0.33356871972719887,"score_spread":0.29257732673607423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408951616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97753346,0.002754215,0.014380019,0.0015368017,0.0028760687,0.00075525243,0.000024051466,0.0000691449,0.000070996044],"genre_scores_gemma":[0.9939366,0.0019713463,0.0016645538,0.00005262505,0.0020083892,0.00005570665,0.00002279918,0.000033697994,0.0002543089],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986941,0.00013187037,0.00052433513,0.00021288669,0.00016535624,0.00027145134],"domain_scores_gemma":[0.99913865,0.00029146124,0.00017333167,0.00014523385,0.00018751592,0.00006383016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050026755,0.00016303865,0.00039405405,0.0003245777,0.00009926909,0.00007876531,0.00017245044,0.00037939995,0.0000017468598],"category_scores_gemma":[0.0007889059,0.00015457599,0.000042825395,0.0006474228,0.000014903312,0.00019086056,0.000017501072,0.0009365594,5.8804293e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015414809,0.00012561976,0.00902132,0.00025444877,0.0009052622,0.000025725776,0.0015776055,0.108606115,0.018044831,0.0002557775,0.026802761,0.8328391],"study_design_scores_gemma":[0.0088417195,0.00036468622,0.00015260116,0.000373297,0.00021463657,0.00007249955,0.00039356283,0.9167098,0.010639713,0.0003090105,0.06163819,0.00029029188],"about_ca_topic_score_codex":0.000048098496,"about_ca_topic_score_gemma":0.00019654314,"teacher_disagreement_score":0.83254874,"about_ca_system_score_codex":0.00015239886,"about_ca_system_score_gemma":0.00020761887,"threshold_uncertainty_score":0.6303426},"labels":[],"label_agreement":null},{"id":"W4408951633","doi":"10.1109/jestie.2025.3555499","title":"High-Order Exponential Integrator Algorithm for Real-Time Simulation of Power Electronic Systems","year":2025,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Opal-Rt Technologies (Canada); Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Integrator; Exponential function; Order (exchange); Computer science; Power (physics); Electric power system; Control theory (sociology); Algorithm; Mathematics; Physics; Artificial intelligence; Telecommunications; Bandwidth (computing); Mathematical analysis","score_opus":0.00873336755222191,"score_gpt":0.24652592685811353,"score_spread":0.23779255930589163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408951633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85025454,0.003210752,0.14229421,0.00009918638,0.002914186,0.0007794465,0.0000106400585,0.000089727,0.00034732692],"genre_scores_gemma":[0.99834925,0.0004834433,0.00022656978,0.000004459623,0.00056965515,0.000011074365,0.000008836838,0.000026431313,0.00032029356],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99803686,0.00013291817,0.001048201,0.00014500474,0.00021724396,0.00041979947],"domain_scores_gemma":[0.99872756,0.00026441773,0.00030204884,0.00011201824,0.0005383039,0.000055669512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006024726,0.00020382849,0.00059170625,0.00045887035,0.00005889157,0.000056666144,0.00014183026,0.00031243032,0.000008144731],"category_scores_gemma":[0.00017329186,0.00019697339,0.00009523763,0.0007356052,0.000019288844,0.00016047666,0.0000069003063,0.00065172627,3.154457e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020469853,0.00006066732,0.00010396296,0.00005154997,0.00041601644,0.000001890938,0.00017570164,0.94487715,0.019950323,0.0016700968,0.0005509777,0.031936992],"study_design_scores_gemma":[0.004099315,0.00051499973,0.000045887748,0.000194437,0.00010002914,0.000006398924,0.00009007649,0.9825054,0.0036349476,0.0003942372,0.008209518,0.00020477855],"about_ca_topic_score_codex":0.0000522556,"about_ca_topic_score_gemma":0.000012848676,"teacher_disagreement_score":0.14809471,"about_ca_system_score_codex":0.00031746548,"about_ca_system_score_gemma":0.00044450109,"threshold_uncertainty_score":0.80323416},"labels":[],"label_agreement":null},{"id":"W4410086617","doi":"10.1109/jestie.2025.3566961","title":"Cloud-Enhanced Battery Management System Architecture for Real-Time Data Visualization, Decision Making, and Long-Term Storage","year":2025,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cloud computing; Term (time); Architecture; Computer science; Battery (electricity); Cloud storage; Visualization; Database; Operating system; Data mining; Power (physics); History","score_opus":0.01901404815828926,"score_gpt":0.29505883563713914,"score_spread":0.27604478747884986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410086617","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4310211,0.000624195,0.5665561,0.00040736067,0.0009557657,0.00028020886,0.0000015569836,0.00004268243,0.00011103171],"genre_scores_gemma":[0.98720664,0.00062795635,0.010195537,0.00012999284,0.001200619,0.0000081857215,0.000007098236,0.000025208226,0.0005987478],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981264,0.00015159501,0.00066625036,0.00040499194,0.0002757327,0.0003750624],"domain_scores_gemma":[0.998742,0.00025581443,0.0003554953,0.00043185556,0.00015862993,0.000056227003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010307734,0.00019100474,0.0003583121,0.0004933901,0.00020189816,0.0002100885,0.0008282227,0.00014403799,7.5150564e-7],"category_scores_gemma":[0.00011956365,0.00017316343,0.000042796135,0.0008113647,0.000024920024,0.000060719176,0.00032543633,0.00042863123,1.5424641e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007345561,0.0002539917,0.0018195714,0.00064337364,0.00073287037,0.000117530304,0.0011678635,0.043049842,0.0007145735,0.02075153,0.011151006,0.9188633],"study_design_scores_gemma":[0.013980258,0.0020679717,0.0044637593,0.008465839,0.0006041303,0.0002832485,0.00030817188,0.93618035,0.0013430631,0.006213239,0.02472315,0.0013668347],"about_ca_topic_score_codex":0.000004172904,"about_ca_topic_score_gemma":0.000018234077,"teacher_disagreement_score":0.91749644,"about_ca_system_score_codex":0.0002164521,"about_ca_system_score_gemma":0.00014890303,"threshold_uncertainty_score":0.7061399},"labels":[],"label_agreement":null},{"id":"W4414798738","doi":"10.1109/jestie.2025.3617868","title":"Deadtime Compensation Method for Synchronous Optimal Pulsewidth Modulation","year":2025,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Embedded Systems and FPGA Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Pulse-width modulation; Total harmonic distortion; Control theory (sociology); Voltage; Waveform; Compensation (psychology); Voltage source; Distortion (music)","score_opus":0.02160071949676329,"score_gpt":0.2833360979094711,"score_spread":0.26173537841270783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414798738","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34970057,0.0019647263,0.6460515,0.0002495558,0.0013851669,0.00033188576,0.0000027057615,0.00004305709,0.00027082497],"genre_scores_gemma":[0.98740345,0.00028949536,0.011299714,0.000019084164,0.00079432136,0.000009315908,0.0000046371006,0.000021151343,0.00015884118],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987566,0.000093427254,0.0006194045,0.00011449866,0.00012472086,0.0002913631],"domain_scores_gemma":[0.9993493,0.00018291814,0.00014038218,0.00008090477,0.00020318392,0.00004332252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071750744,0.00014214146,0.0003418239,0.00032608723,0.0000715383,0.00004741244,0.00010263513,0.00023885255,0.0000029777195],"category_scores_gemma":[0.00014518271,0.00014422966,0.00005903712,0.00045876944,0.000009893936,0.00012657054,0.000005047457,0.00056558487,1.5001287e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020552776,0.000055371485,0.00067894574,0.00010145789,0.00031456797,0.0000056383674,0.00056464644,0.80236894,0.022658909,0.0037581746,0.0025725616,0.16671523],"study_design_scores_gemma":[0.0026405517,0.0003546944,0.00027888326,0.00022370543,0.00008788282,0.000038752583,0.00007074076,0.97577465,0.009433459,0.0018981965,0.008970658,0.00022785997],"about_ca_topic_score_codex":0.000014436915,"about_ca_topic_score_gemma":0.00002822555,"teacher_disagreement_score":0.6377029,"about_ca_system_score_codex":0.00027715988,"about_ca_system_score_gemma":0.00022098326,"threshold_uncertainty_score":0.5881515},"labels":[],"label_agreement":null},{"id":"W4415593481","doi":"10.1109/jestie.2025.3625417","title":"A Single-Phase Six-Switch AC-AC Converter With Highly-Efficient Bipolar Buck and Boost Operations","year":2025,"lang":"","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Snubber; Inductor; Converters; Buck converter; Commutation; Power (physics); Voltage; Buck–boost converter","score_opus":0.020470564105321675,"score_gpt":0.2542449906314298,"score_spread":0.23377442652610814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415593481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9617025,0.0113163255,0.02208548,0.0018754399,0.0023674138,0.00047985336,0.000015539574,0.000036013847,0.000121429504],"genre_scores_gemma":[0.9954102,0.0030478574,0.00029350314,0.00018172442,0.0006116742,0.000008518534,0.0000060476978,0.000050489245,0.00038997972],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99671984,0.00019894085,0.0013487756,0.0004358852,0.00039487917,0.0009017051],"domain_scores_gemma":[0.9985872,0.0001596767,0.00026411927,0.00025226202,0.0004728293,0.00026392084],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004976531,0.0005533958,0.00090742524,0.0007939864,0.00026553258,0.00033072577,0.00029332237,0.00058229873,0.000034700035],"category_scores_gemma":[0.00015690185,0.0005156196,0.00010455643,0.0012881593,0.00015152374,0.00027171828,0.00004585549,0.0023872685,7.714844e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002944044,0.0019983747,0.004535115,0.00053447037,0.0032692985,0.00032581374,0.010103937,0.04450132,0.07433021,0.002906651,0.004939483,0.8496113],"study_design_scores_gemma":[0.015701279,0.0023808011,0.0001578934,0.0012392924,0.0006006008,0.00021707595,0.00062820845,0.913443,0.020566132,0.0000663457,0.044155385,0.00084395945],"about_ca_topic_score_codex":0.00016836775,"about_ca_topic_score_gemma":0.00028939793,"teacher_disagreement_score":0.8689417,"about_ca_system_score_codex":0.0005768043,"about_ca_system_score_gemma":0.001110568,"threshold_uncertainty_score":0.9999143},"labels":[],"label_agreement":null},{"id":"W4415747924","doi":"10.1109/jestie.2025.3627084","title":"A Dual-Domain Diagnostic Window for Aging Analysis of Lithium-Ion Batteries","year":2025,"lang":"","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Electrical impedance; Ohmic contact; Battery (electricity); Equivalent circuit; Dielectric spectroscopy; Voltage; Work (physics); Diffusion","score_opus":0.021594069756061516,"score_gpt":0.2986424969870299,"score_spread":0.27704842723096834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415747924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9506216,0.008757063,0.036244072,0.0023104781,0.0013909714,0.0005251269,0.0000328147,0.000040584215,0.00007727919],"genre_scores_gemma":[0.988036,0.009547418,0.0015433446,0.00003092379,0.00058568554,0.000023078088,0.000010611755,0.000042252923,0.00018070875],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99608797,0.00022718788,0.0018714307,0.00036447437,0.00044005504,0.00100889],"domain_scores_gemma":[0.9959308,0.0023106514,0.0006383892,0.0003374737,0.0006865083,0.00009617228],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012630583,0.00041134752,0.0013973127,0.0032280732,0.00016718614,0.000095038486,0.0004517805,0.00067711127,0.00001462952],"category_scores_gemma":[0.004516266,0.0004387947,0.00029727424,0.0059970757,0.00017941672,0.00028125313,0.00008986207,0.002552788,1.1178462e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002065098,0.00069204485,0.056105793,0.001347433,0.017301442,0.0001726333,0.00420857,0.5166526,0.11587774,0.00554859,0.002683976,0.27734414],"study_design_scores_gemma":[0.035652425,0.0093186945,0.012697039,0.009369219,0.01380969,0.00019141569,0.006191244,0.18437584,0.58164763,0.034557585,0.108224645,0.003964561],"about_ca_topic_score_codex":0.000027036764,"about_ca_topic_score_gemma":0.00015212213,"teacher_disagreement_score":0.46576992,"about_ca_system_score_codex":0.000770836,"about_ca_system_score_gemma":0.0007173269,"threshold_uncertainty_score":0.9998064},"labels":[],"label_agreement":null},{"id":"W7082652582","doi":"10.1109/jestie.2025.3613267","title":"Least Squares Approach to Improve Standardized Estimation of OCV and Internal Resistance in Batteries","year":2025,"lang":"en","type":"article","venue":"IEEE Journal of Emerging and Selected Topics in Industrial Electronics","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Internal resistance; Robustness (evolution); Voltage; Control theory (sociology); Internal model; Estimation theory; Equivalent circuit; Excitation","score_opus":0.013442701054792096,"score_gpt":0.25354182854597757,"score_spread":0.24009912749118548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7082652582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8807698,0.0011033404,0.11247768,0.003384877,0.00041816029,0.00015630972,0.000001815394,0.000010749904,0.0016772796],"genre_scores_gemma":[0.99320465,0.00010694945,0.0062616444,0.00003446731,0.00008079509,0.0000027835717,5.0731535e-7,0.0000017158588,0.00030648333],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99883235,0.00009238794,0.00052307494,0.00017504032,0.0001547999,0.00022233315],"domain_scores_gemma":[0.99936706,0.00007878165,0.00021645508,0.00011047301,0.00018733027,0.000039898998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006441196,0.000105191764,0.00029526622,0.00025726965,0.00004393064,0.000056977395,0.00024861956,0.000116105526,7.3751676e-7],"category_scores_gemma":[0.0006186358,0.000099341494,0.000024604318,0.0006668641,0.000035250883,0.00015281384,0.000053466603,0.0005347992,1.734018e-8],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005338569,0.0011947149,0.045203157,0.0015358892,0.00071447395,0.00011713483,0.024623666,0.10001707,0.10906338,0.1548132,0.009472881,0.54790586],"study_design_scores_gemma":[0.036553286,0.0043753698,0.025564503,0.0070628724,0.00022808029,0.0003298355,0.0024890713,0.3008134,0.38005444,0.16867056,0.07131586,0.0025427015],"about_ca_topic_score_codex":0.000021976795,"about_ca_topic_score_gemma":0.00005498116,"teacher_disagreement_score":0.5453632,"about_ca_system_score_codex":0.00008984887,"about_ca_system_score_gemma":0.00030583152,"threshold_uncertainty_score":0.40510285},"labels":[],"label_agreement":null}]}